Last updated: 2023-07-09
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Knit directory: IITA_2022GS/
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Follow outlined GenomicPredictionChecklist and previous pipeline to process cassavabase data for ultimate genomic prediction.
Below we will clean and format training data.
Downloaded all NRCRI field trials.
Selected all IITA trials currently available. Make a list. Named it IITATrials2022GS.
Go to Manage –> Download here. Download phenotypes (plot-basis only) and meta-data as CSV using the corresponding boxes / drop-downs.
Store flatfiles, in directory data/:
- 2022-07-27T091701phenotype_download.csv
- 2022-07-27T093145metadata_download.csvlibrary(tidyverse); library(magrittr)── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr 1.1.2 ✔ readr 2.1.4
✔ forcats 1.0.0 ✔ stringr 1.5.0
✔ ggplot2 3.4.2 ✔ tibble 3.2.1
✔ lubridate 1.9.2 ✔ tidyr 1.3.0
✔ purrr 1.0.1
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
Attaching package: 'magrittr'
The following object is masked from 'package:purrr':
set_names
The following object is masked from 'package:tidyr':
extractlibrary(genomicMateSelectR)Read DB data.
dbdata<-readDBdata(phenotypeFile = here::here("data/",
"2022-07-27T091701phenotype_download.csv"),
metadataFile = here::here("data/",
"2022-07-27T093145metadata_download.csv"))Joining with `by = join_by(studyYear, programDbId, programName,
programDescription, studyDbId, studyName, studyDescription, studyDesign,
plotWidth, plotLength, fieldSize, fieldTrialIsPlannedToBeGenotyped,
fieldTrialIsPlannedToCross, plantingDate, harvestDate, locationDbId,
locationName)`make TrialType Variable
dbdata<-makeTrialTypeVar(dbdata)
dbdata %>% count(TrialType) %>% rmarkdown::paged_table()Looking at the studyName’s of trials getting NA for TrialType, which can’t be classified at present.
Here is the list of trials I am not including.
dbdata %>% filter(is.na(TrialType)) %$% unique(studyName) %>%
write.csv(.,file = here::here("output","IITA_trials_NOT_identifiable2022.csv"), row.names = F)Wrote to disk a CSV in the output/ sub-directory.
Should any of these trials have been included?
Especially among the following new trials (post 2018):
dbdata %>%
filter(is.na(TrialType),
as.numeric(studyYear)>2018) %$% unique(studyName) [1] "19CB1IB" "19CVS12Chitala"
[3] "19CVS12Mkondezi" "19DCT10Funaab.IK"
[5] "19DCT10Psaltry.IB" "19DCT11AB"
[7] "19DCT11AG" "19DCT11IK"
[9] "19flowexpPGR22UB" "19flowexpRedLight22UB"
[11] "19flowLightIntensityUB" "19flowPGRFeminizationIB"
[13] "19flowPGRFreqIB" "19flowPGRRatioIB"
[15] "19flowPGRRtflwrIB" "19GhanaGermplasmUB"
[17] "19GRCgermplasmUB" "19.GS.C1.C2.C3.SelGain.AB"
[19] "19HarvTimeKabangwe" "19LocalGermplasmUB"
[21] "19SN5968Chitala" "2019GXEBUKEMBA"
[23] "2019GXEMUHANGA" "2019GXENGOMA"
[25] "2019GXENYAGATARE" "2019GXERUBIRIZI"
[27] "2019GXERUBONA" "20CSV12Chitala"
[29] "20CSV12Mkondezi" "20DCT05Ner"
[31] "20DCT05OS" "20DCT05Sunti.MK"
[33] "20flowPGRFreqIB" "20flowPGRFreqUB"
[35] "20flowPhotoperiodUB" "20GRCgermplasmIB"
[37] "20LocalGermplasmIB" "20PTY49Kabangwe"
[39] "21.Cameroon_Samples" "21CrossingParentsIB"
[41] "21CST26CHIENGI" "21DST18KABANGWE"
[43] "21DST18KALOMO" "21flowPGRFreq1IB"
[45] "21flowPGRFreq2IB" "21flowPGRFreqUB"
[47] "21.GS.Crossing.Block.UB" "21.GS.RelVar.Mul.IB"
[49] "21.GS.RelVar.Mul.IK" "21MultiplicationIB"
[51] "21MultiplicationIB_OBS" "21SN2835Chitedze"
[53] "22CBSD17CHIENGI" "22DST24KABANGWE"
[55] "22DST24KALOMO" "22SET132CHITALA"
[57] "GBio_Gongoni_22" "Hawaii_IITA_seed_2019"
[59] "Hawaii_seed_Asia_2019" "Hawaii_seed_CIAT_2019" dbdata %<>%
filter(!is.na(TrialType))
dbdata %>%
group_by(programName) %>%
summarize(N=n()) %>% rmarkdown::paged_table()Making a table of abbreviations for renaming. Since July 2019 version: added chromometer traits (L, a, b) and added branching levels count (BRLVLS) at IYR’s request.
traitabbrevs<-tribble(~TraitAbbrev,~TraitName,
"CMD1S","cassava.mosaic.disease.severity.1.month.evaluation.CO_334.0000191",
"CMD3S","cassava.mosaic.disease.severity.3.month.evaluation.CO_334.0000192",
"CMD6S","cassava.mosaic.disease.severity.6.month.evaluation.CO_334.0000194",
"CMD9S","cassava.mosaic.disease.severity.9.month.evaluation.CO_334.0000193",
"CGM","Cassava.green.mite.severity.CO_334.0000033",
"CGMS1","cassava.green.mite.severity.first.evaluation.CO_334.0000189",
"CGMS2","cassava.green.mite.severity.second.evaluation.CO_334.0000190",
"DM","dry.matter.content.percentage.CO_334.0000092",
"PLTHT","plant.height.measurement.in.cm.CO_334.0000018",
"BRNHT1","first.apical.branch.height.measurement.in.cm.CO_334.0000106",
"BRLVLS","branching.level.counting.CO_334.0000079",
"SHTWT","fresh.shoot.weight.measurement.in.kg.per.plot.CO_334.0000016",
"RTWT","fresh.storage.root.weight.per.plot.CO_334.0000012",
"RTNO","root.number.per.plot.counting.CO_334.0000011",
"TCHART","total.carotenoid.by.chart.1.8.CO_334.0000161",
"LCHROMO","L.chromometer.value.CO_334.0002065",
"ACHROMO","a.chromometer.value.CO_334.0002066",
"BCHROMO","b.chromometer.value.CO_334.0002064",
"NOHAV","plant.stands.harvested.counting.CO_334.0000010")
traitabbrevs %>% rmarkdown::paged_table()Run function renameAndSelectCols() to rename columns and remove everything unecessary
dbdata<-renameAndSelectCols(traitabbrevs,indata=dbdata,customColsToKeep = c("TrialType","observationUnitName"))Warning: There were 8 warnings in `mutate()`.
The first warning was:
ℹ In argument: `across(any_of(traitabbrevs$TraitName), as.numeric)`.
Caused by warning:
! NAs introduced by coercion
ℹ Run `dplyr::last_dplyr_warnings()` to see the 7 remaining warnings.Joining with `by = join_by(TraitName)`dbdata<-dbdata %>%
mutate(CMD1S=ifelse(CMD1S<1 | CMD1S>5,NA,CMD1S),
CMD3S=ifelse(CMD3S<1 | CMD3S>5,NA,CMD3S),
CMD6S=ifelse(CMD6S<1 | CMD6S>5,NA,CMD6S),
CMD9S=ifelse(CMD9S<1 | CMD9S>5,NA,CMD9S),
CGM=ifelse(CGM<1 | CGM>5,NA,CGM),
CGMS1=ifelse(CGMS1<1 | CGMS1>5,NA,CGMS1),
CGMS2=ifelse(CGMS2<1 | CGMS2>5,NA,CGMS2),
DM=ifelse(DM>100 | DM<=0,NA,DM),
RTWT=ifelse(RTWT==0 | NOHAV==0 | is.na(NOHAV),NA,RTWT),
SHTWT=ifelse(SHTWT==0 | NOHAV==0 | is.na(NOHAV),NA,SHTWT),
RTNO=ifelse(RTNO==0 | NOHAV==0 | is.na(NOHAV),NA,RTNO),
NOHAV=ifelse(NOHAV==0,NA,NOHAV),
NOHAV=ifelse(NOHAV>42,NA,NOHAV),
RTNO=ifelse(!RTNO %in% 1:10000,NA,RTNO))dbdata<-dbdata %>%
mutate(HI=RTWT/(RTWT+SHTWT))I anticipate this will not be necessary as it will be computed before or during data upload.
For calculating fresh root yield:
dbdata<-dbdata %>%
mutate(PlotSpacing=ifelse(programName!="IITA",1,
ifelse(studyYear<2013,1,
ifelse(TrialType %in% c("CET","GeneticGain","ExpCET"),1,0.8))))
maxNOHAV_byStudy<-dbdata %>%
group_by(programName,locationName,studyYear,studyName,studyDesign) %>%
summarize(MaxNOHAV=max(NOHAV, na.rm=T)) %>%
ungroup() %>%
mutate(MaxNOHAV=ifelse(MaxNOHAV=="-Inf",NA,MaxNOHAV))Warning: There were 880 warnings in `summarize()`.
The first warning was:
ℹ In argument: `MaxNOHAV = max(NOHAV, na.rm = T)`.
ℹ In group 1: `programName = "IITA"`, `locationName = "Abuja"`, `studyYear =
1993`, `studyName = "93uyt32ppAB"`, `studyDesign = "RCBD"`.
Caused by warning in `max()`:
! no non-missing arguments to max; returning -Inf
ℹ Run `dplyr::last_dplyr_warnings()` to see the 879 remaining warnings.`summarise()` has grouped output by 'programName', 'locationName', 'studyYear',
'studyName'. You can override using the `.groups` argument.write.csv(maxNOHAV_byStudy %>% arrange(studyYear),file=here::here("output","maxNOHAV_byStudy.csv"), row.names = F)
# Marnin recomend log transform yield traits
# to satisfy homoskedastic residuals assumption
# of linear mixed models
dbdata<-left_join(dbdata,maxNOHAV_byStudy) %>%
mutate(RTWT=ifelse(NOHAV>MaxNOHAV,NA,RTWT),
SHTWT=ifelse(NOHAV>MaxNOHAV,NA,SHTWT),
RTNO=ifelse(NOHAV>MaxNOHAV,NA,RTNO),
HI=ifelse(NOHAV>MaxNOHAV,NA,HI),
FYLD=RTWT/(MaxNOHAV*PlotSpacing)*10,
DYLD=FYLD*(DM/100),
logFYLD=log(FYLD),
logDYLD=log(DYLD),
logTOPYLD=log(SHTWT/(MaxNOHAV*PlotSpacing)*10),
logRTNO=log(RTNO),
PropNOHAV=NOHAV/MaxNOHAV) Joining with `by = join_by(studyYear, programName, locationName, studyName,
studyDesign)`# remove non transformed / per-plot (instead of per area) traits
dbdata %<>% select(-RTWT,-SHTWT,-RTNO,-FYLD,-DYLD)dbdata<-dbdata %>%
mutate(MCMDS=rowMeans(.[,colnames(.) %in% c("CMD1S","CMD3S","CMD6S","CMD9S")], na.rm = T)) %>%
select(-any_of(c("CMD1S","CMD3S","CMD6S","CMD9S")))This step is mostly copy-pasted from previous processing of IITA- and IITA-specific data.
Uses 4 flat files, which are available e.g. here. Specifically, IITA_GBStoPhenoMaster_33018.csv, GBSdataMasterList_31818.csv and IITA_GBStoPhenoMaster_40318.csv and AllChrom_RefPanelAndGSprogeny_ReadyForGP_2022Aug03.fam. I copy them to the data/ sub-directory for the current analysis.
In addition, DArT-only samples are now expected to also have phenotypes. Therefore, checking for matches in new flatfiles, deposited in the data/ (see code below).
library(tidyverse); library(magrittr); library(data.table)
Attaching package: 'data.table'The following objects are masked from 'package:lubridate':
hour, isoweek, mday, minute, month, quarter, second, wday, week,
yday, yearThe following objects are masked from 'package:dplyr':
between, first, lastThe following object is masked from 'package:purrr':
transposegbs2phenoMaster<-dbdata %>%
select(germplasmName) %>%
distinct %>%
left_join(read.csv(here::here("data","NRCRI_GBStoPhenoMaster_40318.csv"),
stringsAsFactors = F)) %>%
mutate(FullSampleName=ifelse(grepl("C2a",germplasmName,ignore.case = T) &
is.na(FullSampleName),germplasmName,FullSampleName)) %>%
filter(!is.na(FullSampleName)) %>%
select(germplasmName,FullSampleName) %>%
bind_rows(dbdata %>%
select(germplasmName) %>%
distinct %>%
left_join(read.csv(here::here("data","IITA_GBStoPhenoMaster_33018.csv"),
stringsAsFactors = F)) %>%
filter(!is.na(FullSampleName)) %>%
select(germplasmName,FullSampleName)) %>%
bind_rows(dbdata %>%
select(germplasmName) %>%
distinct %>%
left_join(read.csv(here::here("data","GBSdataMasterList_31818.csv"),
stringsAsFactors = F) %>%
select(DNASample,FullSampleName) %>%
rename(germplasmName=DNASample)) %>%
filter(!is.na(FullSampleName)) %>%
select(germplasmName,FullSampleName)) %>%
bind_rows(dbdata %>%
select(germplasmName) %>%
distinct %>%
mutate(germplasmSynonyms=ifelse(grepl("^UG",germplasmName,ignore.case = T),
gsub("UG","Ug",germplasmName),germplasmName)) %>%
left_join(read.csv(here::here("data","GBSdataMasterList_31818.csv"),
stringsAsFactors = F) %>%
select(DNASample,FullSampleName) %>%
rename(germplasmSynonyms=DNASample)) %>%
filter(!is.na(FullSampleName)) %>%
select(germplasmName,FullSampleName)) %>%
bind_rows(dbdata %>%
select(germplasmName) %>%
distinct %>%
mutate(germplasmSynonyms=ifelse(grepl("^TZ",germplasmName,
ignore.case = T),
gsub("TZ","",germplasmName),germplasmName)) %>%
left_join(read.csv(here::here("data","GBSdataMasterList_31818.csv"),
stringsAsFactors = F) %>%
select(DNASample,FullSampleName) %>%
rename(germplasmSynonyms=DNASample)) %>%
filter(!is.na(FullSampleName)) %>%
select(germplasmName,FullSampleName)) %>%
distinct %>%
left_join(read.csv(here::here("data","GBSdataMasterList_31818.csv"),
stringsAsFactors = F) %>%
select(FullSampleName,OrigKeyFile,Institute) %>%
rename(OriginOfSample=Institute)) %>%
mutate(OrigKeyFile=ifelse(grepl("C2a",germplasmName,ignore.case = T),
ifelse(is.na(OrigKeyFile),"LavalGBS",OrigKeyFile),
OrigKeyFile),
OriginOfSample=ifelse(grepl("C2a",germplasmName,ignore.case = T),
ifelse(is.na(OriginOfSample),"NRCRI",OriginOfSample),
OriginOfSample))Joining with `by = join_by(germplasmName)`Joining with `by = join_by(germplasmName)`
Joining with `by = join_by(germplasmName)`
Joining with `by = join_by(germplasmSynonyms)`
Joining with `by = join_by(germplasmSynonyms)`
Joining with `by = join_by(FullSampleName)`gbs2phenoMaster$OriginOfSample[is.na(gbs2phenoMaster$OriginOfSample)] <- "IITA"
gbs2phenoMaster$OrigKeyFile[is.na(gbs2phenoMaster$OrigKeyFile)] <- "cassavaGBSkey_20160607"
## NEW: check for germName-DArT name matches
germNamesWithoutGBSgenos<-dbdata %>%
select(programName,germplasmName) %>%
distinct %>%
left_join(gbs2phenoMaster) %>%
filter(is.na(FullSampleName)) %>%
select(-FullSampleName)Joining with `by = join_by(germplasmName)`DArTClones <- tibble(FullSampleName = read.table(here::here("data","AllChrom_RefPanelAndGSprogeny_ReadyForGP_2022Aug03.fam"),
header = F, stringsAsFactors = F)$V2)
write.table(DArTClones, file = here::here("data", "IITADArTClones.csv"), quote = F,
row.names = F, sep = ",")
germNamesWithDArT <- read.table(here::here("data","IITADArTClones.csv"),
header = T, stringsAsFactors = F, sep = ",") %>%
left_join(gbs2phenoMaster, by = "FullSampleName") %>%
select(FullSampleName, germplasmName, everything())
germNamesWithDArT$OriginOfSample[str_starts(germNamesWithDArT$FullSampleName, "UG")] <- "NaCRRI"
germNamesWithDArT$OrigKeyFile[str_starts(germNamesWithDArT$FullSampleName, "UG")] <- "cassavaGBSkey_20160607"
write.table(germNamesWithDArT, file = here::here("data","IITADArTClones2.csv"),
quote = F, sep = ",", row.names = F)
germNamesWithDArT <- read.table(file = here::here("data","IITADArTClones2.csv"),
sep = ",", header = T)
germNamesWithDArT$FullSampleName[germNamesWithDArT$FullSampleName %in% gbs2phenoMaster$FullSampleName] [1] "TMS15F1142P0004:250465388" "TMS15F1021P0003:250464911"
[3] "TMS15F1276P0003:250465968" "TMS15F1282P0001:250466007"
[5] "TMS15F1035P0002:250465011" "TMS15F1179P0024:250465452"
[7] "TMS15F1159P0006:250465430" "TMS15F1024P0006:250464990"
[9] "TMS15F1196P0010:250465572" "TMS15F1269P0008:250465951"
[11] "TMS15F1388P0001:250466523" "TMS15F1195P0009:250465561"
[13] "TMS15F1045P0004:250465026" "TMS15F1397P0005:250466570"
[15] "TMS15F1269P0004:250465949" "TMS15F1396P0007:250466565"
[17] "TMS15F1001P0001:250464861" "TMS15F1284P0008:250466017"
[19] "TMS15F1302P0020:250466059" "TMS15F1153P0009:250465409"
[21] "TMS15F1132P0003:250465370" "TMS15F1396P0001:250466560"
[23] "TMS15F1257P0002:250465910" "TMS15F1397P0001:250466568"
[25] "TMS15F1305P0008:250466077" "TMS15F1061P0003:250465056"
[27] "TMS15F1132P0001:250465369" "TMS15F1056P0002:250465037"
[29] "TMS15F1153P0025:250465414" "TMS15F1270P0001:250465952"
[31] "TMS15F1025P0001:250464993" "TMS15F1195P0010:250465562"
[33] "TMS15F1288P0001:250466024" "TMS15F1295P0001:250466035"
[35] "TMS15F1398P0008:250466574" "TMS15F1305P0017:250466080"
[37] "TMS15F1394P0006:250466551" "TMS15F1396P0004:250466562"
[39] "TMS15F1393P0006:250466543" "TMS15F1305P0007:250466076"
[41] "TMS15F1109P0003:250465275" "TMS15F1326P0004:250467063"
[43] "TMS15F1234P0001:250465795" "TMS15F1333P0001:250467074"
[45] "TMS15F1214P0002:250465683" "TMS15F1328P0001:250467066"
[47] "TMS15F1313P0003:250467030" "TMS15F1425P0002:250466811"
[49] "TMS15F1079P0025:250465175" "TMS15F1351P0003:250466280"
[51] "TMS15F1073P0005:250465136" "TMS15F1079P0020:250465173"
[53] "TMS15F1072P0005:250465127" "TMS15F1100P0005:250465254"
[55] "TMS15F1321P0003:250467048" "TMS15F1124P0001:250465316"
[57] "TMS15F1351P0001:250466279" "TMS15F1310P0020:250467022"
[59] "TMS15F1318P0006:250467043" "TMS15F1424P0004:250466799"
[61] "TMS15F1104P0001:250465265" "TMS15F1243P0002:250465817"
[63] "TMS15F1130P0007:250465327" "TMS15F1080P0004:250465178"
[65] "TMS15F1409P0006:250466711" "TMS15F1344P0002:250467107"
[67] "TMS15F1244P0004:250465827" "TMS15F1092P0016:250465193"
[69] "TMS15F1344P0009:250466260" "TMS15F1349P0002:250466277"
[71] "TMS15F1321P0001:250467046" "TMS15F1099P0004:250465252"
[73] "TMS15F1442P0001:250466842" "TMS15F1203P0009:250465662"
[75] "TMS15F1230P0005:250465782" "TMS15F1403P0005:250466642"
[77] "TMS15F1212P0003:250465679" "TMS15F1310P0019:250467021"
[79] "I000070:250300358" "TMS15F1103P0006:250465263"
[81] "TMS15F1424P0013:250466805" "2013_0053_15:250162223"
[83] "2013_0343_22:250162550" "TMS15F1461P0009:250475176"
[85] "TMS15F1398P0004:250475203" "TME7:250399927"
[87] "TMS15F1439P0004:250475220" "TMS15F1367P0001:250475193"
[89] "TMS15F1370P0011:250475196" "2013_0160_5:250160400"
[91] "2013_0153_1:250160342" "I011368:250099299"
[93] "I30572:250090764" "I30572:250090764"
[95] "I980505:250090767" "I982101:250090795"
[97] "I011797:250090770" "ANKRA:250304548"
[99] "ANKRA:250304548" "TMS15F1127P0014:250475569"
[101] "TMS15F1132P0013:250475590" "TMS15F1142P0012:250475597"
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[1301] "TMEB961:250254046" "SLICASS6:250304591"
[1303] "SLICASS6:250304591" "I082189:250304719"
[1305] "I30211:250304634" "I920110:250304479"
[1307] "NASE12:250304608" "NASE12:250304608"
[1309] "NASE9:250304549" "NASE9:250304549"
[1311] "NR8421:250304641" "SM1620_18:250304648"
[1313] "SM1620_18:250304648" "I930267:250304464"
[1315] "I920398:250304485" "MM970806:250302431"
[1317] "MM970043:250302562" "I972205:250302299"
[1319] "MM967204:250302694" "MM967204:250302694"
[1321] "I020540:250302300" "I020431:250302697"
[1323] "I000017:250302434" "MM960287:250302695"
[1325] "I950211:250302563" "MM990477:250302566"
[1327] "MM970646:250302430" "MM000142:250302433"
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[1337] "I1090616:250399798" "TMS000355:250399737"
[1339] "TMS000210:250399715" "CARICASS1:250399778"
[1341] "CARICASS1:250399778" "I1090486:250399800"
[1343] "TMS970211:250399759" "W940009:250399781"
[1345] "TMS011331:250399729" "NR8212:250399723"
[1347] "TMS63397:250399764" "I101765:250399712"
[1349] "MM000044:250399746" "TMEB1519:250254322"
[1351] "TMEB1310:250254238" "TMEB1336:250254250"
[1353] "KIBANDAMENO:250254266" "TMEB1443:250254295"
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[1491] "NR050028:250107845" "TMS30572:250107810"
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[1601] "TMEB209:250253768" "NR1S1200:250134730"
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[1619] "TMEB234:250253787" "TMEB199:250253760"
[1621] "TMS930330:250368042" "TMS930330:250368042"
[1623] "TMEB207:250253766" "TMEB256:250253796"
[1625] "Z980135:250368036" "TMEB213:250253772"
[1627] "TMEB339:250253811" "TMEB287:250253805"
[1629] "TMEB265:250253799" "TMEB159:250253730"
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[1633] "TMEB225:250253783" "TMEB219:250253776"
[1635] "TMEB176:250253745" "TMEB151:250253722"
[1637] "NR030211:250367976" "TMEB215:250253774"
[1639] "TMEB221:250253779" "TMEB279:250253802"
[1641] "TMS960035:250368000" "TMEB153:250253724"
[1643] "TMEB182:250253748" "MP080284:250099204"
[1645] "MP080284:250099204" "I011086:250099231"
[1647] "I061635:250099229" "MP081175:250099200"
[1649] "MP081175:250099200" "I090485CM:250099195"
[1651] "I088741:250099155" "I090508:250099168"
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[1655] "I010098:250099227" "I062630:250099224"
[1657] "I088691:250099160" "I088682:250099158"
[1659] "I090454:250099188" "I071295:250099237"
[1661] "TMEB693:250099167" "TMEB693:250099167"
[1663] "MP080325:250099214" "MP080325:250099214"
[1665] "I090488:250099193" "I011097:250099235"
[1667] "MP080321:250099220" "MP080321:250099220"
[1669] "MP080743:250099205" "MP080743:250099205"
[1671] "I101094:250099164" "I071026:250099145"
[1673] "I090510:250099174" "MP081019:250099211"
[1675] "MP081019:250099211" "I090523:250099191"
[1677] "MP080524:250099201" "MP080524:250099201"
[1679] "MP080319:250099221" "MP080319:250099221"
[1681] "I090498:250099185" "I070004:250099228"
[1683] "MP080814:250099199" "MP080814:250099199"
[1685] "I071313:250099233" "I090581:250099170"
[1687] "I090504:250099192" "I088673:250099163"
[1689] "MP080234:250099213" "MP080234:250099213"
[1691] "I070539:250099236" "MP080575:250099218"
[1693] "MP080575:250099218" "I070703:250099144"
[1695] "I090574:250099175" "MP081188:250099217"
[1697] "MP081188:250099217" "I090564:250099179"
[1699] "I090521:250099172" "MP080410:250099219"
[1701] "MP080410:250099219" "I101878:250099146"
[1703] "I071378:250099239" "I090522:250099176"
[1705] "MP080862:250099203" "MP080862:250099203"
[1707] "I090486:250099173" "I088684:250099159"
[1709] "MP080540:250099210" "MP080540:250099210"
[1711] "MP080340:250099208" "MP080340:250099208"
[1713] "I088686:250099153" "I090537:250099180"
[1715] "I090546:250099169" "MP081831:250099216"
[1717] "MP081831:250099216" "I070536:250099147"
[1719] "I063046:250099238" "MP080427:250099222"
[1721] "MP080427:250099222" "I088747:250099152"
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[1725] "I090509:250099171" "I070094:250099225"
[1727] "I088744:250099154" "I090520:250099183"
[1729] "I090590:250099196" "MP080243:250099207"
[1731] "MP080243:250099207" "I090576:250099182"
[1733] "I070299:250099234" "I088693:250099162"
[1735] "MP080492:250099209" "MP080492:250099209"
[1737] "I088705:250099157" "I070738:250099148"
[1739] "I010085:250099232" "MP080742:250099202"
[1741] "MP080742:250099202" "I090578:250099178"
[1743] "MP080498:250099206" "MP080498:250099206"
[1745] "I088736:250099151" "I100330:250099177"
[1747] "I102397:250099064" "I102250:250099055"
[1749] "I102736:250099024" "I102094:250099091"
[1751] "I102910:250099020" "I102718:250099089"
[1753] "I102294:250099101" "I102390:250099082"
[1755] "I102574:250099102" "I102448:250099066"
[1757] "I101898:250099063" "I102710:250099047"
[1759] "I102353:250099095" "I102233:250099069"
[1761] "I070749:250099110" "I102178:250099071"
[1763] "I102708:250099035" "I070683:250099103"
[1765] "I102676:250099080" "I102675:250099031"
[1767] "I102535:250099074" "I102677:250099043"
[1769] "I102600:250099098" "I102399:250099093"
[1771] "I070557:250099108" "I102273:250099081"
[1773] "I102616:250099049" "I102898:250099077"
[1775] "I102896:250099034" "I102546:250099062"
[1777] "I102364:250099042" "I102658:250099019"
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[1785] "I102608:250099045" "I102277:250099067"
[1787] "I102815:250099018" "I101976:250099057"
[1789] "I102428:250099026" "I102741:250099023"
[1791] "I102097:250099075" "I102820:250099084"
[1793] "I102123:250099021" "I102654:250099044"
[1795] "I102618:250099048" "I102427:250099076"
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[1801] "I070520:250099105" "I101893:250099053"
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[1805] "I102222:250099100" "I102091:250099092"
[1807] "I102122:250099038" "I102357:250099050"
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[1815] "I102659:250099046" "I102686:250099079"
[1817] "I102125:250099072" "I102721:250099096"
[1819] "I102133:250099027" "I102410:250099078"
[1821] "I102489:250099059" "I101921:250099068"
[1823] "I102731:250099032" "I102640:250099058"
[1825] "I070736:250099111" "I102431:250099028"
[1827] "I102404:250099073" "I102545:250099030"
[1829] "I102224:250099052" "I102278:250099060"
[1831] "I070670:250099107" "I102638:250099086"
[1833] "96_1414:250254487" "96_1414:250254487"
[1835] "TMEB1957:250254555" "TMEB1958:250254556"
[1837] "TMEB1887:250254518" "KIGOMARED:250254541"
[1839] "KIGOMARED:250254541" "TMEB1858:250254507"
[1841] "TMEB191:250254532" "TMEB1824:250254489"
[1843] "I960023:250164030" "M940583:250164037"
[1845] "I930265:250164038" "I920429:250164041"
[1847] "I930134:250164039" "I940237:250164036"
[1849] "I971228:250164027" "M980004:250164026"
[1851] "I980196:250164025" "MM970806:250164028"
[1853] "I960409:250164031" "Z930151:250164040"
[1855] "I940018:250164035" "I950279:250164033"
[1857] "MM970016:250164029" "I071313:250164024"
[1859] "I960860:250164032" "I070126:250164023"
[1861] "I950306:250164034" "I070004:250164022"
[1863] "TMS14F1302P0010:250300956" "TMS15F1382P0008:250466460"
[1865] "TMS15F1072P0003:250465438" "TMS15F1021P0028:250464932"
[1867] "TMS14F1302P0001:250300946" "TMS15F1015P0003:250464883"
[1869] "TMS15F1378P0006:250466411" "TMS15F1381P0011:250466445"
[1871] "TMS14F1307P0019:250301102" "TMS15F1252P0003:250465888"
[1873] "TMS15F1382P0017:250466469" "TMS15F1387P0001:250466522"
[1875] "TMS14F1304P0015:250301032" "TMS14F1295P0012:250300648"
[1877] "TMS15F1031P0019:250465006" "TMS15F1256P0005:250465900"
[1879] "TMS15F1392P0001:250466535" "TMS14F1306P0003:250301060"
[1881] "TMS14F1303P0016:250300982" "TMS15F1196P0002:250465564"
[1883] "TMS15F1396P0009:250466567" "TMS15F1192P0001:250465525"
[1885] "TMS15F1045P0002:250465024" "TMS15F1400P0007:250466580"
[1887] "TMS14F1308P0010:250301113" "TMS15F1274P0006:250465965"
[1889] "TMS13F1324P0002:250465493" "TMS15F1400P0025:250466592"
[1891] "TMS14F1086P0006:250466383" "TMS15F1282P0002:250466008"
[1893] "TMS15F1157P0003:250465422" "TMS15F1295P0003:250466036"
[1895] "TMS15F1021P0037:250464939" "TMS14F1311P0006:250301205"
[1897] "TMS14F1309P0016:250301170" "TMS14F1298P0016:250300718"
[1899] "TMS14F1300P0013:250300913" "TMS15F1069P0008:250465078"
[1901] "TMS15F1193P0016:250465536" "TMS14F1297P0007:250300688"
[1903] "TMS15F1053P0004:250465035" "TMS14F1296P0010:250300666"
[1905] "TMS15F1148P0001:250465398" "TMS14F1297P0016:250300698"
[1907] "TMS14F1296P0009:250300665" "TMS15F1182P0002:250465502"
[1909] "TMS15F1292P0001:250466033" "TMS15F1271P0004:250465955"
[1911] "TMS15F1152P0004:250465402" "TMS14F1299P0014:250300736"
[1913] "TMS15F1177P0001:250465443" "TMS14F1298P0007:250300709"
[1915] "TMS14F1307P0010:250301093" "TMS15F1260P0007:250465935"
[1917] "TMS15F1017P0007:250464892" "TMS14F1306P0012:250301074"
[1919] "TMS15F1284P0006:250466015" "TMS15F1290P0004:250466028"
[1921] "TMS15F1286P0011:250466022" "TMS14F1308P0017:250301120"
[1923] "TMS14F1312P0004:250301224" "TMS15F1067P0013:250465070"
[1925] "TMS14F1307P0009:250301092" "TMS14F1303P0007:250300973"
[1927] "TMS15F1020P0013:250464906" "TMS14F1307P0020:250301103"
[1929] "TMS15F1291P0002:250466030" "TMS14F1300P0004:250300904"
[1931] "TMS13F1303P0001:250466000" "TMS15F1293P0006:250466034"
[1933] "TMS15F1195P0004:250465556" "TMS14F1305P0013:250301050"
[1935] "TMS15F1138P0002:250465383" "TMS15F1181P0002:250465458"
[1937] "TMS14F1305P0004:250301041" "TMS14F1302P0009:250300955"
[1939] "TMS14F1085P0003:250466509" "TMS15F1181P0003:250465459"
[1941] "TMS15F1064P0001:250465059" "TMS15F1135P0007:250465376"
[1943] "TMS14F1312P0013:250301233" "TMS14F1297P0018:250300700"
[1945] "TMS15F1256P0004:250465899" "TMS15F1382P0010:250466462"
[1947] "TMS14F1301P0012:250300937" "TMS15F1067P0012:250465069"
[1949] "TMS14F1301P0002:250300922" "TMS14F1296P0001:250300657"
[1951] "TMS15F1195P0003:250465555" "TMS15F1135P0008:250465377"
[1953] "TMS15F1155P0006:250465418" "TMS15F1259P0007:250465923"
[1955] "TMS14F1305P0014:250301051" "TMS14F1308P0008:250301111"
[1957] "TMS15F1020P0004:250464902" "TMS15F1391P0002:250466534"
[1959] "TMS15F1196P0018:250465580" "TMS13F1107P0010:250300676"
[1961] "TMS15F1302P0022:250466060" "TMS15F1390P0005:250466529"
[1963] "TMS15F1057P0013:250465045" "TMS15F1260P0006:250465934"
[1965] "TMS15F1179P0005:250465450" "TMS14F1299P0005:250300727"
[1967] "TMS14F1307P0001:250301084" "TMS15F1256P0003:250465898"
[1969] "TMS15F1262P0003:250465940" "TMS15F1158P0002:250465424"
[1971] "TMS14F1300P0014:250300914" "TMS15F1371P0002:250466387"
[1973] "TMS15F1016P0001:250464884" "TMS15F1390P0004:250466528"
[1975] "TMS15F1194P0005:250465551" "TMS15F1381P0009:250466443"
[1977] "TMS15F1021P0002:250464910" "TMS13F1333P0027:250465492"
[1979] "TMS14F1310P0007:250301181" "TMS15F1386P0001:250466475"
[1981] "TMS15F1193P0007:250465531" "TMS14F1312P0014:250301234"
[1983] "TMS15F1386P0012:250466518" "TMS15F1372P0001:250466389"
[1985] "TMS14F1309P0007:250301161" "TMS14F1304P0016:250301033"
[1987] "TMS15F1040P0003:250465017" "TMS15F1021P0030:250464933"
[1989] "TMS14F1311P0015:250301215" "TMS15F1400P0016:250466588"
[1991] "TMS15F1398P0005:250466573" "TMS15F1167P0001:250465435"
[1993] "TMS15F1378P0007:250466412" "TMS15F1021P0036:250464938"
[1995] "TMS15F1045P0001:250465023" "TMS15F1381P0012:250466446"
[1997] "TMS14F1309P0006:250301160" "TMS15F1179P0047:250465455"
[1999] "TMS15F1382P0016:250466468" "TMS15F1004P0005:250464869"
[2001] "TMS13F1088P0008:250301243" "TMS15F1304P0001:250466067"
[2003] "TMS15F1026P0001:250464996" "TMS15F1021P0038:250464940"
[2005] "TMS14F1306P0020:250301083" "TMS15F1386P0002:250466476"
[2007] "TMS15F1020P0014:250464907" "TMS14F1296P0017:250300678"
[2009] "TMS15F1021P0009:250464918" "TMS15F1374P0005:250466395"
[2011] "TMS14F1295P0020:250300656" "TMS15F1193P0015:250465535"
[2013] "TMS15F1400P0015:250466587" "TMS15F1256P0013:250465908"
[2015] "TMS15F1382P0009:250466461" "TMS14F1308P0002:250301105"
[2017] "TMS15F1050P0001:250465027" "TMS15F1310P0005:250466085"
[2019] "TMS13F1333P0001:250465873" "TMS15F1303P0001:250466061"
[2021] "TMS14F1297P0015:250300696" "TMS14F1301P0018:250300943"
[2023] "TMS13F1333P0003:250465495" "TMS15F1020P0012:250464905"
[2025] "TMS15F1269P0005:250465950" "TMS15F1053P0003:250465034"
[2027] "TMS15F1146P0004:250465396" "TMS15F1259P0008:250465924"
[2029] "TMS15F1031P0003:250464999" "TMS15F1051P0007:250465032"
[2031] "TMS15F1069P0009:250465079" "TMS15F1302P0004:250466049"
[2033] "TMS15F1020P0005:250464903" "TMS15F1045P0003:250465025"
[2035] "TMS15F1259P0010:250465926" "TMS15F1382P0018:250466470"
[2037] "TMS13F1212P0006:250464858" "TMS15F1051P0001:250465028"
[2039] "TMS15F1002P0001:250464863" "TMS15F1023P0008:250464947"
[2041] "TMS15F1067P0019:250465074" "TMS15F1001P0003:250464862"
[2043] "TMS14F1303P0015:250300981" "TMS14F1302P0018:250300964"
[2045] "TMS15F1379P0003:250466422" "TMS14F1306P0018:250301081"
[2047] "TMS15F1031P0010:250465003" "TMS15F1196P0008:250465570"
[2049] "TMS15F1011P0002:250464876" "TMS15F1400P0010:250466582"
[2051] "TMS15F1031P0011:250465004" "TMS15F1033P0008:250465009"
[2053] "TMS15F1067P0014:250465071" "TMS14F1295P0019:250300655"
[2055] "TMS14F1310P0015:250301189" "TMS15F1021P0010:250464919"
[2057] "TMS14F1301P0020:250300945" "TMS14F1310P0016:250301190"
[2059] "TMS15F1177P0002:250465444" "TMS15F1021P0011:250464920"
[2061] "TMS15F1299P0003:250466047" "TMS14F1302P0017:250300963"
[2063] "TMS15F1379P0006:250466425" "TMS15F1298P0004:250466044"
[2065] "TMS15F1286P0012:250466023" "TMS15F1025P0002:250464994"
[2067] "TMS14F1295P0018:250300654" "TMS15F1196P0012:250465574"
[2069] "TMS14F1306P0019:250301082" "TMS13F1333P0002:250301241"
[2071] "TMS13F1107P0002:250300674" "TMS14F1296P0020:250300681"
[2073] "TMS15F1060P0001:250465053" "TMS14F1296P0019:250300680"
[2075] "TMS15F1044P0002:250465021" "TMS15F1381P0017:250466452"
[2077] "TMS15F1305P0023:250466081" "TMS15F1196P0011:250465573"
[2079] "TMS15F1374P0003:250466393" "TMS15F1044P0003:250465022"
[2081] "TMS14F1301P0019:250300944" "TMS14F1303P0017:250300983"
[2083] "TMS15F1379P0005:250466424" "TMS14F1296P0018:250300679"
[2085] "TMS14F1297P0017:250300699" "TMS14F1308P0001:250301104"
[2087] "TMS15F1378P0005:250466410" "TMS14F1302P0020:250300966"
[2089] "TMS15F1379P0004:250466423" "TMS14F1309P0001:250301155"
[2091] "TMS15F1035P0004:250465012" "TMS15F1012P0001:250464878"
[2093] "TMS14F1302P0019:250300965" "TMS15F1159P0007:250465431"
[2095] "TMS15F1295P0012:250466038" "TMS14F1310P0014:250301188"
[2097] "TMS15F1374P0004:250466394" "TMS15F1196P0009:250465571"
[2099] "TMS15F1385P0001:250466473" "TMS15F1290P0006:250466029"
[2101] "TMS15F1278P0002:250466005" "TMS15F1400P0009:250466581"
[2103] "TMS14F1312P0019:250301239" "TMS14F1303P0014:250300980"
[2105] "TMS14F1309P0014:250301168" "TMS15F1271P0002:250465954"
[2107] "TMS15F1305P0004:250466074" "TMS15F1286P0008:250466021"
[2109] "TMS15F1378P0008:250466413" "TMS15F1374P0006:250466396"
[2111] "TMS15F1155P0001:250465416" "TMS15F1256P0012:250465907"
[2113] "TMS15F1393P0001:250466538" "TMS15F1040P0005:250465018"
[2115] "TMS15F1023P0014:250464952" "TMS14F1302P0012:250300958"
[2117] "TMS15F1147P0001:250465397" "TMS14F1298P0014:250300716"
[2119] "TMS15F1304P0002:250466068" "TMS14F1300P0006:250300906"
[2121] "TMS15F1394P0007:250466552" "TMS13F1436P0012:250301067"
[2123] "TMS15F1132P0007:250465371" "TMS15F1148P0003:250465399"
[2125] "TMS14F1311P0017:250301217" "TMS15F1302P0018:250466058"
[2127] "TMS15F1394P0003:250466548" "TMS15F1023P0001:250464943"
[2129] "TMS15F1146P0003:250465395" "TMS15F1393P0005:250466542"
[2131] "TMS14F1307P0012:250301095" "TMS14F1299P0016:250300738"
[2133] "TMS15F1142P0011:250465392" "TMS15F1003P0006:250464866"
[2135] "TMS15F1299P0002:250466046" "TMS15F1267P0008:250465944"
[2137] "TMS14F1303P0010:250300976" "TMS15F1391P0001:250466533"
[2139] "TMS15F1153P0022:250465413" "TMS15F1069P0002:250465077"
[2141] "TMS15F1382P0011:250466463" "TMS15F1193P0009:250465532"
[2143] "TMS14F1309P0018:250301172" "TMS14F1297P0014:250300695"
[2145] "TMS14F1301P0010:250300930" "TMS15F1051P0006:250465031"
[2147] "TMS15F1159P0005:250465429" "TMS14F1301P0008:250300928"
[2149] "TMS13F1050P0004:250301248" "TMS15F1286P0004:250466020"
[2151] "TMS14F1307P0016:250301099" "TMS14F1302P0016:250300962"
[2153] "TMS15F1177P0006:250465445" "TMS15F1135P0011:250465378"
[2155] "TMS14F1298P0010:250300712" "TMS15F1259P0002:250465918"
[2157] "TMS15F1185P0003:250465506" "TMS15F1023P0010:250464949"
[2159] "TMS15F1400P0027:250466594" "TMS15F1304P0006:250466072"
[2161] "TMS15F1194P0003:250465549" "TMS15F1395P0001:250466558"
[2163] "TMS15F1283P0002:250466009" "TMS14F1296P0016:250300677"
[2165] "TMS15F1389P0003:250466526" "TMS15F1381P0013:250466447"
[2167] "TMS15F1181P0001:250465457" "TMS14F1305P0012:250301049"
[2169] "TMS15F1191P0001:250465524" "TMS15F1038P0004:250465015"
[2171] "TMS14F1308P0006:250301109" "TMS15F1067P0006:250465065"
[2173] "TMS14F1301P0014:250300939" "TMS15F1144P0003:250465393"
[2175] "TMS15F1196P0016:250465578" "TMS15F1302P0010:250466053"
[2177] "TMS14F1300P0002:250300902" "TMS15F1153P0001:250465405"
[2179] "TMS15F1021P0014:250464922" "TMS15F1195P0005:250465557"
[2181] "TMS14F1312P0003:250301223" "TMS15F1400P0002:250466576"
[2183] "TMS15F1386P0013:250466519" "TMS15F1193P0018:250465537"
[2185] "TMS15F1310P0008:250466087" "TMS14F1297P0010:250300691"
[2187] "TMS15F1190P0011:250465523" "TMS15F1249P0002:250465878"
[2189] "TMS15F1390P0003:250466527" "TMS14F1309P0010:250301164"
[2191] "TMS14F1310P0005:250301179" "TMS15F1290P0002:250466026"
[2193] "TMS15F1378P0001:250466406" "TMS15F1182P0001:250465501"
[2195] "TMS15F1256P0002:250465897" "TMS14F1299P0004:250300726"
[2197] "TMS15F1174P0001:250465441" "TMS14F1306P0014:250301076"
[2199] "TMS15F1135P0005:250465374" "TMS15F1151P0001:250465401"
[2201] "TMS14F1297P0020:250300702" "TMS14F1295P0014:250300650"
[2203] "TMS15F1392P0003:250466537" "TMS13F1093P0011:250301244"
[2205] "TMS13F1336P0023:250465366" "TMS15F1148P0005:250465400"
[2207] "TMS15F1153P0013:250465411" "TMS15F1029P0002:250464998"
[2209] "TMS13F1106P0006:250300932" "TMS15F1188P0001:250465507"
[2211] "TMS14F1311P0001:250301200" "TMS14F1298P0018:250300720"
[2213] "TMS14F1296P0012:250300668" "TMS14F1305P0016:250301053"
[2215] "TMS15F1259P0006:250465922" "TMS15F1031P0005:250465000"
[2217] "TMS15F1193P0022:250465540" "TMS14F1305P0002:250301039"
[2219] "TMS14F1298P0020:250300722" "TMS15F1067P0010:250465068"
[2221] "TMS13F1214P0019:250464860" "TMS15F1262P0002:250465939"
[2223] "TMS13F1423P0009:250301246" "TMS15F1021P0001:250464909"
[2225] "TMS15F1371P0003:250466388" "TMS15F1382P0007:250466459"
[2227] "TMS15F1181P0005:250465496" "TMS15F1379P0012:250466431"
[2229] "TMS15F1015P0002:250464882" "TMS15F1196P0003:250465565"
[2231] "TMS15F1302P0006:250466050" "TMS15F1257P0006:250465914"
[2233] "TMS14F1303P0006:250300972" "TMS15F1390P0009:250466532"
[2235] "TMS15F1140P0001:250465385" "TMS15F1310P0010:250466089"
[2237] "TMS14F1302P0002:250300947" "TMS15F1135P0001:250465372"
[2239] "TMS15F1295P0004:250466037" "TMS15F1017P0008:250464893"
[2241] "TMS14F1311P0007:250301206" "TMS15F1376P0001:250466405"
[2243] "TMS13F1101P0007:250301198" "TMS15F1378P0014:250466419"
[2245] "TMS15F1004P0012:250464871" "TMS15F1173P0003:250465440"
[2247] "TMS13F1069P0007:250301242" "TMS14F1296P0006:250300662"
[2249] "TMS14F1299P0008:250300730" "TMS13F1306P0001:250464984"
[2251] "TMS15F1381P0003:250466437" "TMS15F1253P0006:250465895"
[2253] "TMS15F1310P0012:250466091" "TMS15F1394P0011:250466556"
[2255] "TMS14F1299P0006:250300728" "TMS14F1307P0008:250301091"
[2257] "TMS14F1307P0004:250301087" "TMS15F1390P0007:250466531"
[2259] "TMS15F1380P0003:250466434" "TMS14F1304P0008:250300994"
[2261] "TMS15F1196P0001:250465563" "TMS14F1298P0006:250300708"
[2263] "TMS14F1296P0004:250300660" "TMS15F1057P0004:250465039"
[2265] "TMS15F1197P0001:250465582" "TMS14F1302P0004:250300949"
[2267] "TMS15F1386P0009:250466516" "TMS15F1371P0001:250466386"
[2269] "TMS14F1309P0008:250301162" "TMS15F1023P0020:250464988"
[2271] "TMS15F1017P0006:250464891" "TMS15F1401P0002:250466600"
[2273] "TMS15F1177P0018:250465446" "TMS14F1311P0009:250301209"
[2275] "TMS15F1252P0004:250465889" "TMS15F1381P0007:250466441"
[2277] "TMS14F1311P0003:250301202" "TMS13F1436P0004:250301063"
[2279] "TMS14F1306P0002:250301059" "TMS15F1381P0001:250466435"
[2281] "TMS15F1004P0010:250464870" "TMS15F1257P0004:250465912"
[2283] "TMS15F1386P0007:250466514" "TMS14F1307P0002:250301085"
[2285] "TMS15F1136P0001:250465380" "TMS14F1296P0002:250300658"
[2287] "TMS14F1298P0008:250300710" "TMS15F1250P0002:250465880"
[2289] "TMS15F1016P0002:250464885" "TMS14F1304P0012:250301029"
[2291] "TMS14F1304P0006:250300992" "TMS15F1190P0007:250465519"
[2293] "TMS14F1308P0020:250301123" "TMS14F1304P0014:250301031"
[2295] "TMS15F1190P0009:250465521" "TMS14F1309P0020:250301174"
[2297] "TMS15F1193P0024:250465542" "TMS15F1382P0005:250466457"
[2299] "TMS15F1256P0006:250465901" "TMS15F1276P0002:250465967"
[2301] "TMS14F1297P0008:250300689" "TMS15F1398P0003:250466572"
[2303] "TMS14F1303P0002:250300968" "TMS14F1308P0018:250301121"
[2305] "TMS15F1182P0003:250465503" "TMS14F1303P0008:250300974"
[2307] "TMS15F1153P0007:250465407" "TMS15F1260P0008:250465936"
[2309] "TMS15F1253P0004:250465893" "TMS15F1381P0005:250466439"
[2311] "TMS15F1375P0001:250466403" "TMS15F1305P0012:250466078"
[2313] "TMS14F1302P0008:250300954" "TMS15F1017P0002:250464888"
[2315] "TMS15F1021P0018:250464926" "TMS15F1165P0001:250465433"
[2317] "TMS15F1195P0001:250465552" "TMS14F1300P0012:250300912"
[2319] "TMS14F1306P0004:250301061" "TMS15F1142P0005:250465389"
[2321] "TMS14F1307P0018:250301101" "TMS14F1296P0008:250300664"
[2323] "TMS15F1380P0001:250466432" "TMS15F1250P0006:250465882"
[2325] "TMS15F1194P0001:250465547" "TMS14F1304P0002:250300988"
[2327] "TMS15F1274P0002:250465962" "TMS14F1312P0011:250301231"
[2329] "TMS15F1190P0003:250465515" "TMS15F1258P0002:250465916"
[2331] "TMS14F1301P0004:250300924" "TMS14F1297P0002:250300683"
[2333] "TMS15F1193P0028:250465545" "TMS15F1181P0009:250465500"
[2335] "TMS15F1059P0002:250465050" "TMS15F1171P0003:250465436"
[2337] "TMS15F1018P0002:250464897" "TMS15F1310P0016:250466095"
[2339] "TMS13F1120P0001:250465365" "TMS15F1291P0004:250466031"
[2341] "TMS14F1306P0008:250301070" "TMS14F1308P0016:250301119"
[2343] "TMS15F1067P0004:250465064" "TMS14F1299P0010:250300732"
[2345] "TMS13F1124P0003:250465875" "TMS14F1300P0010:250300910"
[2347] "TMS14F1297P0006:250300687" "TMS14F1305P0006:250301043"
[2349] "TMS15F1382P0003:250466455" "TMS14F1312P0005:250301225"
[2351] "TMS15F1193P0026:250465543" "TMS15F1386P0003:250466512"
[2353] "TMS13F1107P0008:250301064" "TMS15F1180P0001:250465456"
[2355] "TMS14F1310P0001:250301175" "TMS15F1153P0005:250465406"
[2357] "TMS15F1253P0002:250465891" "TMS15F1193P0001:250465527"
[2359] "TMS14F1312P0007:250301227" "TMS14F1299P0012:250300734"
[2361] "TMS14F1305P0008:250301045" "TMS15F1067P0002:250465062"
[2363] "TMS14F1305P0010:250301047" "TMS15F1302P0014:250466056"
[2365] "TMS15F1273P0004:250465960" "TMS13F1149P0008:250301247"
[2367] "TMS15F1142P0001:250465386" "TMS15F1017P0004:250464889"
[2369] "TMS15F1383P0001:250466472" "TMS13F1107P0006:250301065"
[2371] "TMS15F1273P0002:250465958" "TMS14F1302P0006:250300951"
[2373] "TMS14F1306P0006:250301068" "TMS13F1008P0006:250301249"
[2375] "TMS15F1393P0007:250466544" "TMS15F1021P0022:250464928"
[2377] "TMS14F1304P0004:250300990" "TMS14F1303P0004:250300970"
[2379] "TMS15F1252P0002:250465887" "TMS15F1382P0001:250466453"
[2381] "TMS15F1271P0006:250465956" "TMS14F1297P0004:250300685"
[2383] "TMS15F1190P0005:250465517" "TMS15F1310P0014:250466093"
[2385] "TMS15F1285P0002:250466018" "TMS15F1402P0002:250466601"
[2387] "TMS14F1301P0006:250300926" "TMS14F1307P0006:250301089"
[2389] "TMS15F1394P0005:250466550" "TMS15F1057P0010:250465043"
[2391] "TMS14F1300P0008:250300908" "TMS15F1310P0011:250466090"
[2393] "TMS14F1307P0014:250301097" "TMS15F1014P0001:250464879"
[2395] "TMS15F1146P0001:250465394" "TMS14F1084P0009:250466508"
[2397] "TMS15F1179P0001:250465448" "TMS15F1197P0004:250465585"
[2399] "TMS14F1300P0017:250300917" "TMS15F1057P0001:250465038"
[2401] "TMS15F1193P0021:250465539" "TMS14F1299P0009:250300731"
[2403] "TMS15F1374P0008:250466398" "TMS15F1260P0003:250465931"
[2405] "TMS15F1193P0003:250465528" "TMS14F1307P0005:250301088"
[2407] "TMS15F1023P0003:250464945" "TMS14F1298P0003:250300705"
[2409] "TMS14F1298P0012:250300714" "TMS15F1302P0007:250466051"
[2411] "TMS15F1034P0001:250465010" "TMS15F1152P0008:250465403"
[2413] "TMS15F1253P0005:250465894" "TMS15F1062P0001:250465057"
[2415] "TMS15F1389P0001:250466524" "TMS15F1256P0010:250465905"
[2417] "TMS14F1296P0014:250300670" "TMS14F1303P0003:250300969"
[2419] "TMS14F1312P0008:250301228" "TMS15F1188P0003:250465509"
[2421] "TMS14F1305P0017:250301054" "TMS15F1190P0008:250465520"
[2423] "TMS15F1378P0011:250466416" "TMS14F1311P0011:250301211"
[2425] "TMS15F1386P0015:250466521" "TMS15F1394P0009:250466554"
[2427] "TMS15F1394P0001:250466546" "TMS15F1382P0004:250466456"
[2429] "TMS15F1021P0033:250464936" "TMS15F1021P0024:250464929"
[2431] "TMS15F1382P0013:250466465" "TMS15F1394P0010:250466555"
[2433] "TMS14F1304P0020:250301037" "TMS14F1309P0003:250301157"
[2435] "TMS15F1378P0002:250466407" "TMS15F1059P0005:250465052"
[2437] "TMS15F1379P0008:250466427" "TMS13F1018P0011:250300675"
[2439] "TMS15F1160P0003:250465432" "TMS14F1295P0016:250300652"
[2441] "TMS15F1158P0005:250465425" "TMS15F1379P0001:250466420"
[2443] "TMS15F1165P0002:250465434" "TMS15F1381P0006:250466440"
[2445] "TMS13F1107P0004:250300672" "TMS14F1309P0012:250301166"
[2447] "TMS13F1333P0014:250465876" "TMS15F1038P0002:250465013"
[2449] "TMS15F1393P0003:250466540" "TMS15F1136P0002:250465381"
[2451] "TMS15F1031P0015:250465005" "TMS15F1400P0021:250466590"
[2453] "TMS15F1398P0002:250466571" "TMS14F1299P0001:250300723"
[2455] "TMS15F1196P0006:250465568" "TMS15F1155P0012:250465421"
[2457] "TMS14F1304P0019:250301036" "TMS15F1195P0007:250465559"
[2459] "TMS15F1190P0010:250465522" "TMS15F1396P0005:250466563"
[2461] "TMS14F1312P0017:250301237" "TMS15F1024P0002:250464989"
[2463] "TMS15F1259P0004:250465920" "TMS14F1300P0001:250300901"
[2465] "TMS15F1303P0005:250466063" "TMS15F1012P0004:250464877"
[2467] "TMS15F1024P0010:250464992" "TMS15F1269P0002:250465947"
[2469] "TMS15F1379P0010:250466429" "TMS15F1193P0019:250465538"
[2471] "TMS15F1154P0013:250465415" "TMS15F1181P0006:250465497"
[2473] "TMS15F1266P0008:250465942" "TMS14F1304P0010:250300996"
[2475] "TMS15F1256P0009:250465904" "TMS14F1299P0002:250300724"
[2477] "TMS15F1259P0003:250465919" "TMS15F1181P0007:250465498"
[2479] "TMS15F1189P0001:250465511" "TMS15F1196P0005:250465567"
[2481] "TMS15F1298P0001:250466042" "TMS14F1297P0013:250300694"
[2483] "TMS15F1029P0001:250464997" "TMS15F1004P0019:250464873"
[2485] "TMS15F1159P0003:250465428" "TMS15F1303P0006:250466064"
[2487] "TMS15F1190P0001:250465513" "TMS15F1196P0015:250465577"
[2489] "TMS15F1256P0008:250465903" "TMS15F1067P0007:250465066"
[2491] "TMS14F1309P0019:250301173" "TMS14F1308P0005:250301108"
[2493] "TMS15F1031P0006:250465001" "TMS15F1021P0016:250464924"
[2495] "TMS15F1017P0013:250464895" "TMS15F1400P0030:250466597"
[2497] "TMS15F1304P0004:250466070" "TMS14F1295P0015:250300651"
[2499] "TMS14F1311P0002:250301201" "TMS15F1400P0029:250466596"
[2501] "TMS15F1304P0003:250466069" "TMS14F1302P0014:250300960"
[2503] "TMS15F1288P0002:250466025" "TMS15F1378P0012:250466417"
[2505] "TMS14F1299P0020:250300742" "TMS14F1306P0015:250301077"
[2507] "TMS15F1401P0001:250466599" "TMS14F1305P0001:250301038"
[2509] "TMS15F1142P0008:250465391" "TMS15F1269P0003:250465948"
[2511] "TMS14F1303P0012:250300978" "TMS14F1312P0001:250301221"
[2513] "TMS15F1021P0043:250464942" "TMS15F1033P0002:250465007"
[2515] "TMS15F1400P0003:250466577" "TMS14F1298P0019:250300721"
[2517] "TMS15F1305P0028:250466082" "TMS15F1400P0031:250466598"
[2519] "TMS14F1299P0018:250300740" "TMS14F1304P0009:250300995"
[2521] "TMS15F1021P0015:250464923" "TMS13F1333P0003:250300934"
[2523] "TMS14F1297P0012:250300693" "TMS14F1298P0004:250300706"
[2525] "TMS15F1193P0013:250465534" "TMS13F1307P0010:250464986"
[2527] "TMS15F1197P0003:250465584" "TMS15F1179P0002:250465449"
[2529] "TMS15F1023P0004:250464946" "TMS14F1312P0018:250301238"
[2531] "TMS14F1300P0018:250300918" "TMS15F1188P0004:250465510"
[2533] "TMS15F1382P0014:250466466" "TMS15F1305P0001:250466073"
[2535] "TMS15F1374P0009:250466399" "TMS14F1299P0019:250300741"
[2537] "TMS15F1004P0003:250464868" "TMS15F1260P0004:250465932"
[2539] "TMS14F1084P0007:250466384" "TMS15F1381P0014:250466448"
[2541] "TMS14F1090P0003:250466381" "TMS14F1304P0018:250301035"
[2543] "TMS15F1379P0009:250466428" "TMS14F1312P0016:250301236"
[2545] "TMS14F1303P0013:250300979" "TMS15F1023P0011:250464950"
[2547] "TMS15F1014P0002:250464880" "TMS15F1051P0005:250465030"
[2549] "TMS15F1044P0001:250465020" "TMS15F1019P0002:250464900"
[2551] "TMS14F1300P0016:250300916" "TMS14F1307P0015:250301098"
[2553] "TMS14F1107P0004:250466511" "TMS15F1382P0012:250466464"
[2555] "TMS15F1378P0003:250466408" "TMS15F1153P0014:250465412"
[2557] "TMS15F1379P0007:250466426" "TMS15F1155P0011:250465420"
[2559] "TMS15F1033P0004:250465008" "TMS15F1189P0002:250465512"
[2561] "TMS15F1003P0005:250464865" "TMS14F1302P0015:250300961"
[2563] "TMS15F1386P0014:250466520" "TMS14F1301P0016:250300941"
[2565] "TMS15F1021P0032:250464935" "TMS15F1195P0008:250465560"
[2567] "TMS15F1010P0001:250464875" "TMS14F1298P0002:250300704"
[2569] "TMS13F1216P0026:250464857" "TMS14F1309P0004:250301158"
[2571] "TMS15F1023P0002:250464944" "TMS15F1378P0009:250466414"
[2573] "TMS14F1308P0004:250301107" "TMS15F1374P0010:250466400"
[2575] "TMS15F1196P0014:250465576" "TMS14F1310P0011:250301185"
[2577] "TMS14F1295P0017:250300653" "TMS15F1299P0001:250466045"
[2579] "TMS15F1158P0006:250465427" "TMS14F1305P0018:250301055"
[2581] "TMS15F1400P0013:250466585" "TMS15F1374P0001:250466391"
[2583] "TMS15F1296P0013:250466040" "TMS15F1378P0010:250466415"
[2585] "TMS14F1305P0020:250301057" "TMS13F1436P0006:250301199"
[2587] "TMS15F1043P0001:250465019" "TMS15F1197P0005:250465586"
[2589] "TMS15F1024P0008:250464991" "TMS15F1374P0007:250466397"
[2591] "TMS15F1260P0002:250465930" "TMS15F1067P0015:250465072"
[2593] "TMS15F1259P0012:250465928" "TMS15F1196P0007:250465569"
[2595] "TMS14F1310P0013:250301187" "TMS15F1060P0005:250465054"
[2597] "TMS15F1374P0012:250466402" "TMS15F1298P0003:250466043"
[2599] "TMS14F1312P0020:250301240" "TMS15F1057P0018:250465048"
[2601] "TMS15F1025P0006:250464995" "TMS15F1400P0011:250466583"
[2603] "TMS15F1379P0002:250466421" "TMS15F1259P0011:250465927"
[2605] "TMS14F1113P0002:250466510" "TMS15F1374P0011:250466401"
[2607] "TMS15F1057P0017:250465047" "TMS14F1310P0012:250301186"
[2609] "TMS15F1021P0005:250464913" "TMS15F1400P0012:250466584"
[2611] "TMS15F1020P0011:250464904" "TMS15F1021P0006:250464915"
[2613] "TMS14F1303P0018:250300984" "TMS14F1303P0019:250300985"
[2615] "TMS15F1301P0002:250466048" "TMS15F1370P0009:250466385"
[2617] "TMS15F1004P0002:250464867" "TMS14F1303P0020:250300986"
[2619] "TMS15F1179P0027:250465453" "TMS15F1021P0008:250464917"
[2621] "TMS15F1381P0015:250466449" "TMS15F1310P0001:250466084"
[2623] "TMS15F1061P0001:250465055" "TMS15F1135P0014:250465379"
[2625] "TMS13F1333P0014:250300673" "TMS15F1053P0001:250465033"
[2627] "TMS15F1067P0016:250465073" "TMS15F1382P0015:250466467"
[2629] "TMS15F1178P0002:250465447" "TMS15F1021P0007:250464916"
[2631] "TMS15F1381P0016:250466451" "TMS15F1302P0009:250466052"
[2633] "TMS15F1051P0002:250465029" "TMS14F1306P0001:250301058"
[2635] "TMS15F1004P0013:250464872" "TMS15F1003P0002:250464864"
[2637] "TMS15F1142P0006:250465390" "TMS15F1381P0004:250466438"
[2639] "TMS14F1296P0007:250300663" "TMS13F1018P0005:250301197"
[2641] "TMS15F1020P0015:250464908" "TMS15F1394P0012:250466557"
[2643] "TMS15F1380P0002:250466433" "TMS15F1372P0002:250466390"
[2645] "TMS14F1303P0005:250300971" "TMS15F1021P0035:250464937"
[2647] "TMS14F1307P0007:250301090" "TMS14F1304P0017:250301034"
[2649] "TMS15F1260P0001:250465929" "TMS15F1153P0008:250465408"
[2651] "TMS14F1302P0003:250300948" "TMS14F1307P0017:250301100"
[2653] "TMS15F1310P0013:250466092" "TMS14F1305P0019:250301056"
[2655] "TMS15F1193P0023:250465541" "TMS14F1297P0009:250300690"
[2657] "TMS15F1382P0006:250466458" "TMS15F1402P0003:250466602"
[2659] "TMS15F1382P0019:250466471" "TMS15F1197P0006:250465587"
[2661] "TMS14F1303P0009:250300975" "TMS15F1193P0010:250465533"
[2663] "TMS15F1182P0004:250465504" "TMS15F1250P0001:250465879"
[2665] "TMS14F1309P0005:250301159" "TMS14F1300P0019:250300919"
[2667] "TMS15F1135P0002:250465373" "TMS15F1252P0001:250465886"
[2669] "TMS15F1378P0004:250466409" "TMS13F1109P0009:250465368"
[2671] "TMS14F1304P0013:250301030" "TMS15F1058P0001:250465049"
[2673] "TMS14F1306P0005:250301062" "TMS15F1063P0001:250465058"
[2675] "TMS14F1310P0017:250301191" "TMS15F1021P0040:250464941"
[2677] "TMS14F1303P0001:250300967" "TMS15F1256P0007:250465902"
[2679] "TMS14F1309P0009:250301163" "TMS15F1021P0017:250464925"
[2681] "TMS14F1296P0003:250300659" "TMS14F1298P0009:250300711"
[2683] "TMS15F1386P0008:250466515" "TMS15F1067P0020:250465075"
[2685] "TMS15F1196P0013:250465575" "TMS15F1305P0013:250466079"
[2687] "TMS14F1308P0003:250301106" "TMS15F1253P0003:250465892"
[2689] "TMS14F1304P0007:250300993" "TMS15F1400P0005:250466579"
[2691] "TMS13F1214P0036:250464985" "TMS15F1374P0002:250466392"
[2693] "TMS15F1400P0014:250466586" "TMS15F1303P0007:250466065"
[2695] "TMS15F1259P0009:250465925" "TMS15F1195P0002:250465553"
[2697] "TMS13F1113P0011:250300931" "TMS14F1311P0004:250301203"
[2699] "TMS15F1031P0008:250465002" "TMS15F1375P0002:250466404"
[2701] "TMS15F1252P0005:250465890" "TMS15F1257P0005:250465913"
[2703] "TMS13F1069P0007:250466002" "TMS15F1275P0003:250465966"
[2705] "TMS14F1299P0007:250300729" "TMS15F1181P0008:250465499"
[2707] "TMS15F1016P0003:250464886" "TMS14F1301P0017:250300942"
[2709] "TMS13F1153P0011:250465367" "TMS14F1307P0003:250301086"
[2711] "TMS15F1006P0001:250464874" "TMS15F1297P0001:250466041"
[2713] "TMS15F1021P0004:250464912" "TMS14F1308P0007:250301110"
[2715] "TMS15F1271P0009:250465957" "TMS14F1306P0017:250301079"
[2717] "TMS14F1297P0011:250300692" "TMS14F1310P0004:250301178"
[2719] "TMS15F1400P0001:250466575" "TMS15F1379P0011:250466430"
[2721] "TMS15F1021P0013:250464921" "TMS15F1259P0005:250465921"
[2723] "TMS15F1038P0003:250465014" "TMS15F1171P0006:250465437"
[2725] "TMS15F1196P0017:250465579" "TMS14F1312P0012:250301232"
[2727] "TMS15F1020P0002:250464901" "TMS15F1153P0010:250465410"
[2729] "TMS14F1301P0013:250300938" "TMS15F1017P0001:250464887"
[2731] "TMS15F1249P0001:250465877" "TMS13F1436P0005:250300935"
[2733] "TMS14F1305P0003:250301040" "TMS15F1017P0011:250464894"
[2735] "TMS15F1023P0009:250464948" "TMS15F1057P0015:250465046"
[2737] "TMS14F1300P0003:250300903" "TMS15F1386P0010:250466517"
[2739] "TMS15F1021P0031:250464934" "TMS15F1194P0004:250465550"
[2741] "TMS15F1139P0002:250465384" "TMS15F1303P0003:250466062"
[2743] "TMS14F1299P0003:250300725" "TMS15F1195P0006:250465558"
[2745] "TMS14F1298P0017:250300719" "TMS15F1172P0004:250465439"
[2747] "TMS14F1312P0002:250301222" "TMS15F1175P0002:250465442"
[2749] "TMS14F1310P0010:250301184" "TMS15F1137P0002:250465382"
[2751] "TMS15F1304P0005:250466071" "TMS15F1269P0001:250465946"
[2753] "TMS14F1301P0001:250300921" "TMS15F1270P0003:250465953"
[2755] "TMS14F1308P0019:250301122" "TMS13F1108P0007:250464859"
[2757] "TMS15F1381P0008:250466442" "TMS15F1196P0004:250465566"
[2759] "TMS15F1281P0001:250466006" "TMS15F1155P0010:250465419"
[2761] "TMS14F1295P0013:250300649" "TMS15F1015P0001:250464881"
[2763] "TMS15F1390P0006:250466530" "TMS15F1256P0001:250465896"
[2765] "TMS14F1303P0011:250300977" "TMS15F1310P0007:250466086"
[2767] "TMS14F1297P0019:250300701" "TMS13F1333P0001:250301196"
[2769] "TMS15F1381P0010:250466444" "TMS14F1300P0015:250300915"
[2771] "TMS15F1188P0002:250465508" "TMS15F1067P0009:250465067"
[2773] "TMS14F1296P0013:250300669" "TMS13F1107P0001:250301066"
[2775] "TMS15F1260P0005:250465933" "TMS15F1135P0006:250465375"
[2777] "TMS15F1250P0013:250465885" "TMS15F1296P0003:250466039"
[2779] "TMS15F1396P0008:250466566" "TMS15F1392P0002:250466536"
[2781] "TMS15F1181P0004:250465460" "TMS15F1197P0002:250465583"
[2783] "TMS14F1298P0005:250300707" "TMS15F1378P0013:250466418"
[2785] "TMS15F1193P0004:250465529" "TMS13F1439P0004:250464987"
[2787] "TMS15F1192P0002:250465526" "TMS15F1256P0011:250465906"
[2789] "TMS15F1400P0026:250466593" "TMS15F1157P0004:250465423"
[2791] "TMS14F1298P0013:250300715" "TMS15F1023P0013:250464951"
[2793] "TMS14F1295P0011:250300647" "TMS14F1300P0009:250300909"
[2795] "TMS14F1306P0011:250301073" "TMS14F1309P0015:250301169"
[2797] "TMS15F1385P0002:250466474" "TMS14F1299P0017:250300739"
[2799] "TMS15F1278P0001:250466004" "TMS13F1106P0006:250465494"
[2801] "TMS15F1057P0011:250465044" "TMS14F1307P0013:250301096"
[2803] "TMS15F1193P0006:250465530" "TMS15F1394P0004:250466549"
[2805] "TMS15F1389P0002:250466525" "TMS15F1302P0015:250466057"
[2807] "TMS15F1040P0002:250465016" "TMS15F1067P0001:250465061"
[2809] "TMS15F1283P0003:250466010" "TMS14F1298P0011:250300713"
[2811] "TMS15F1021P0027:250464931" "TMS15F1284P0005:250466014"
[2813] "TMS14F1309P0013:250301167" "TMS15F1393P0002:250466539"
[2815] "TMS15F1266P0003:250465941" "TMS14F1305P0009:250301046"
[2817] "TMS14F1306P0013:250301075" "TMS15F1400P0028:250466595"
[2819] "TMS14F1296P0011:250300667" "TMS15F1021P0025:250464930"
[2821] "TMS14F1307P0011:250301094" "TMS14F1309P0011:250301165"
[2823] "TMS14F1300P0005:250300905" "TMS15F1400P0022:250466591"
[2825] "TMS14F1308P0011:250301114" "TMS15F1250P0011:250465884"
[2827] "TMS15F1196P0019:250465581" "TMS15F1290P0003:250466027"
[2829] "TMS15F1284P0001:250466012" "TMS15F1018P0001:250464896"
[2831] "TMS15F1152P0010:250465404" "TMS15F1396P0006:250466564"
[2833] "TMS14F1298P0015:250300717" "TMS15F1066P0001:250465060"
[2835] "TMS15F1284P0007:250466016" "TMS15F1400P0020:250466589"
[2837] "TMS15F1274P0005:250465964" "TMS15F1053P0009:250465036"
[2839] "TMS15F1190P0002:250465514" "TMS15F1268P0001:250465945"
[2841] "TMS15F1393P0004:250466541" "TMS15F1305P0005:250466075"
[2843] "TMS14F1089P0006:250466382" "TMS14F1299P0015:250300737"
[2845] "TMS14F1309P0017:250301171" "TMS15F1302P0011:250466054"
[2847] "TMS15F1267P0003:250465943" "TMS15F1310P0009:250466088"
[2849] "TMS13F1059P0006:250465874" "TMS14F1301P0011:250300936"
[2851] "TMS15F1394P0002:250466547" "TMS15F1394P0008:250466553"
[2853] "TMS15F1179P0040:250465454" "TMS14F1305P0005:250301042"
[2855] "TMS14F1297P0003:250300684" "TMS15F1179P0009:250465451"
[2857] "TMS15F1274P0001:250465961" "TMS14F1301P0005:250300925"
[2859] "TMS15F1386P0004:250466513" "TMS15F1190P0004:250465516"
[2861] "TMS15F1250P0005:250465881" "TMS15F1403P0001:250466603"
[2863] "TMS14F1304P0001:250300987" "TMS13F1333P0010:250466001"
[2865] "TMS14F1306P0009:250301071" "TMS15F1286P0001:250466019"
[2867] "TMS15F1194P0002:250465548" "TMS14F1308P0013:250301116"
[2869] "TMS15F1395P0002:250466559" "TMS14F1305P0011:250301048"
[2871] "TMS15F1190P0006:250465518" "TMS14F1301P0007:250300927"
[2873] "TMS15F1393P0008:250466545" "TMS15F1307P0003:250466083"
[2875] "TMS15F1057P0007:250465041" "TMS15F1257P0001:250465909"
[2877] "TMS15F1018P0005:250464899" "TMS14F1302P0007:250300953"
[2879] "TMS15F1021P0021:250464927" "TMS15F1260P0009:250465937"
[2881] "TMS15F1250P0007:250465883" "TMS15F1193P0029:250465546"
[2883] "TMS14F1304P0005:250300991" "TMS15F1259P0001:250465917"
[2885] "TMS15F1274P0003:250465963" "TMS14F1312P0010:250301230"
[2887] "TMS15F1276P0005:250466003" "TMS15F1185P0002:250465505"
[2889] "TMS15F1069P0001:250465076" "TMS15F1142P0002:250465387"
[2891] "TMS15F1067P0003:250465063" "TMS13F1059P0008:250301250"
[2893] "TMS15F1397P0002:250466569" "TMS15F1017P0005:250464890"
[2895] "TMS15F1310P0015:250466094" "TMS14F1299P0013:250300735"
[2897] "TMS14F1312P0006:250301226" "TMS15F1257P0003:250465911"
[2899] "TMS15F1302P0013:250466055" "TMS14F1302P0005:250300950"
[2901] "TMS15F1057P0005:250465040" "TMS14F1304P0011:250301028"
[2903] "TMS14F1299P0011:250300733" "TMS14F1297P0005:250300686"
[2905] "TMS15F1382P0002:250466454" "TMS14F1306P0007:250301069"
[2907] "TMS14F1311P0008:250301207" "TMS15F1193P0027:250465544"
[2909] "TMS15F1381P0002:250466436" "TMS15F1155P0002:250465417"
[2911] "TMS15F1059P0003:250465051" "TMS15F1018P0003:250464898"
[2913] "TMS15F1284P0003:250466013" "TMS14F1304P0003:250300989"
[2915] "TMS15F1396P0002:250466561" "TMS15F1273P0003:250465959"
[2917] "TMS14F1300P0007:250300907" "TMS14F1296P0005:250300661"
[2919] "TMS15F1283P0005:250466011" "TMS15F1258P0001:250465915"
[2921] "TMS15F1291P0005:250466032" "TMS15F1471P0062:250482446"
[2923] "TMS14F1196P0005:250302110" "2013_0095_14:250159789"
[2925] "TMS15F1369P0004:250466341" "TMS15F1344P0006:250467111"
[2927] "TMS15F1406P0006:250466681" "TMS14F1163P0002:250301857"
[2929] "TMS15F1220P0008:250465703" "TMS14F1153P0003:250301810"
[2931] "TMS15F1471P0044:250482428" "TMS15F1443P0002:250466847"
[2933] "TMS15F1228P0011:250465773" "TMS15F1471P0080:250482464"
[2935] "TMS15F1248P0001:250465833" "TMS15F1406P0015:250466688"
[2937] "TMS15F1406P0024:250466696" "TMS14F1169P0008:250301918"
[2939] "TMS15F1471P0071:250482455" "TMS15F1471P0053:250482437"
[2941] "TMS15F1110P0011:250465281" "TMS15F1324P0007:250467059"
[2943] "TMS14F1200P0003:250302130" "TMS15F1105P0002:250465270"
[2945] "TMS14F1204P0004:250302184" "TMS15F1079P0026:250465176"
[2947] "TMS15F1347P0001:250466273" "2013_0212_70:250159975"
[2949] "TMS15F1223P0003:250465713" "2013_0212_52:250159957"
[2951] "2013_0095_3:250159778" "TMS15F1471P0035:250482419"
[2953] "TMS15F1425P0001:250466810" "TMS15F1404P0002:250466661"
[2955] "TMS15F1334P0006:250467081" "TMS15F1243P0011:250465819"
[2957] "TMS15F1354P0005:250466294" "2013_0087_3:250159577"
[2959] "TMS14F1213P0006:250302243" "TMS15F1072P0014:250465128"
[2961] "2013_0087_10:250159584" "TMS15F1209P0001:250465673"
[2963] "TMS15F1438P0002:250466837" "TMS15F1102P0007:250465259"
[2965] "TMS15F1362P0001:250466313" "TMS15F1117P0005:250465294"
[2967] "2013_0083_18:250159569" "TMS15F1131P0007:250465331"
[2969] "TMS15F1327P0002:250467065" "TMS15F1233P0002:250465788"
[2971] "TMS15F1318P0001:250467040" "TMS14F1154P0001:250301818"
[2973] "TMS15F1323P0001:250467051" "TMS14F1186P0005:250302065"
[2975] "TMS15F1422P0005:250466796" "TMS15F1420P0008:250466788"
[2977] "2013_0204_16:250159903" "2013_0069_52:250159513"
[2979] "TMS14F1191P0005:250302082" "2013_0212_43:250159948"
[2981] "TMS15F1345P0004:250466269" "TMS14F1181P0006:250302048"
[2983] "TMS15F1471P0017:250482401" "TMS15F1356P0003:250466302"
[2985] "2013_0088_3:250159755" "2013_0101_9:250159807"
[2987] "2013_0107_9:250159834" "2013_0093_3:250159767"
[2989] "2013_0212_34:250159939" "TMS15F1217P0003:250465689"
[2991] "2013_0101_2:250159800" "TMS15F1355P0003:250466297"
[2993] "TMS15F1071P0016:250465122" "2013_0212_69:250159974"
[2995] "TMS15F1224P0001:250465755" "TMS14F1193P0001:250302088"
[2997] "2013_0106_16:250159825" "TMS15F1316P0005:250467036"
[2999] "2013_0079_7:250159543" "TMS15F1420P0010:250466790"
[3001] "TMS15F1094P0001:250465202" "TMS15F1315P0006:250467033"
[3003] "TMS15F1095P0007:250465246" "TMS15F1404P0011:250466667"
[3005] "TMS13F1093P0011:250465238" "TMS15F1471P0007:250482391"
[3007] "TMS15F1352P0001:250466282" "TMS15F1248P0009:250465837"
[3009] "TMS15F1403P0012:250466649" "TMS15F1085P0007:250465184"
[3011] "TMS15F1201P0016:250465649" "TMS15F1212P0004:250465680"
[3013] "TMS15F1429P0002:250466824" "TMS14F1170P0008:250301930"
[3015] "TMS14F1169P0010:250301920" "TMS15F1092P0019:250465194"
[3017] "TMS14F1173P0003:250301960" "2013_0212_4:250159909"
[3019] "TMS14F1173P0002:250301959" "TMS15F1198P0007:250465631"
[3021] "TMS15F1228P0009:250465772" "TMS15F1241P0015:250465811"
[3023] "TMS14F1170P0007:250301929" "TMS13F1254P0015:250301984"
[3025] "TMS15F1414P0003:250466771" "2013_0088_10:250159763"
[3027] "TMS15F1073P0012:250465142" "TMS14F1179P0001:250302005"
[3029] "2013_0083_10:250159561" "2013_0074_14:250159527"
[3031] "TMS15F1424P0001:250466797" "TMS14F1188P0001:250302070"
[3033] "TMS15F1218P0002:250465692" "TMS15F1368P0006:250466335"
[3035] "2013_0083_20:250159571" "2013_0108_6:250159842"
[3037] "TMS15F1361P0003:250466308" "TMS15F1073P0013:250465143"
[3039] "TMS15F1411P0007:250466717" "TMS15F1075P0008:250465152"
[3041] "TMS14F1166P0004:250301869" "TMS15F1244P0010:250465825"
[3043] "TMS15F1429P0001:250466823" "TMS15F1217P0004:250465690"
[3045] "TMS15F1109P0002:250465274" "TMS15F1403P0021:250466658"
[3047] "TMS14F1193P0002:250302089" "TMS14F1201P0002:250302134"
[3049] "TMS15F1313P0002:250467029" "TMS15F1314P0001:250467031"
[3051] "TMS15F1236P0005:250465801" "2013_0212_68:250159973"
[3053] "TMS15F1126P0007:250465317" "TMS15F1337P0001:250467095"
[3055] "TMS15F1201P0007:250465645" "TMS15F1404P0019:250466670"
[3057] "TMS15F1335P0004:250467090" "TMS15F1074P0011:250465149"
[3059] "2013_0107_2:250159827" "TMS14F1157P0003:250301833"
[3061] "TMS15F1203P0004:250465658" "TMS15F1370P0004:250466346"
[3063] "2013_0108_5:250159841" "TMS14F1174P0001:250301971"
[3065] "TMS15F1471P0026:250482410" "TMS14F1154P0008:250301825"
[3067] "2013_0212_25:250159930" "TMS15F1245P0006:250465830"
[3069] "TMS15F1403P0022:250466659" "TMS15F1101P0002:250465256"
[3071] "TMS15F1461P0035:250465838" "TMS14F1216P0001:250302253"
[3073] "2013_0204_6:250159893" "2013_0087_4:250159578"
[3075] "TMS14F1157P0004:250301834" "TMS14F1159P0001:250301835"
[3077] "TMS15F1080P0001:250465177" "TMS15F1413P0004:250466768"
[3079] "2013_0079_10:250159546" "2013_0083_3:250159554"
[3081] "TMS15F1202P0005:250465655" "TMS14F1167P0002:250301875"
[3083] "TMS14F1171P0006:250301948" "TMS14F1201P0001:250302133"
[3085] "TMS15F1471P0027:250482411" "TMS15F1121P0016:250465306"
[3087] "TMS15F1101P0001:250465255" "TMS14F1207P0001:250302213"
[3089] "TMS15F1471P0069:250482453" "TMS15F1077P0004:250465159"
[3091] "TMS15F1444P0001:250466850" "2013_0107_1:250159826"
[3093] "TMS15F1336P0002:250467094" "TMS15F1415P0001:250466773"
[3095] "TMS15F1368P0005:250466334" "TMS15F1203P0031:250465668"
[3097] "2013_0212_53:250159958" "TMS15F1442P0004:250466845"
[3099] "TMS15F1334P0005:250467080" "TMS15F1079P0001:250465166"
[3101] "TMS14F1151P0005:250301797" "TMS15F1370P0003:250466345"
[3103] "TMS15F1354P0004:250466293" "TMS14F1204P0003:250302183"
[3105] "TMS15F1317P0002:250467038" "2013_0083_17:250159568"
[3107] "TMS14F1177P0003:250302003" "TMS14F1208P0005:250302222"
[3109] "TMS15F1117P0004:250465293" "TMS13F1124P0002:250301985"
[3111] "TMS15F1471P0070:250482454" "2013_0087_11:250159585"
[3113] "TMS15F1324P0006:250467058" "TMS14F1153P0002:250301809"
[3115] "TMS14F1176P0004:250301991" "TMS14F1135P0004:250466637"
[3117] "TMS15F1076P0005:250465155" "TMS14F1200P0004:250302131"
[3119] "TMS15F1369P0003:250466340" "TMS15F1403P0019:250466656"
[3121] "TMS14F1176P0006:250301993" "2013_0107_11:250159836"
[3123] "TMS15F1209P0002:250465674" "TMS15F1406P0005:250466680"
[3125] "TMS15F1472P0006:250482479" "2013_0074_4:250159517"
[3127] "TMS15F1344P0007:250466258" "TMS14F1163P0001:250301856"
[3129] "2013_0204_7:250159894" "TMS14F1117P0003:250466635"
[3131] "TMS15F1364P0004:250466325" "TMS13F1381P0005:250301852"
[3133] "TMS15F1095P0006:250465245" "TMS14F1163P0003:250301858"
[3135] "TMS14F1204P0005:250302185" "TMS15F1406P0016:250466689"
[3137] "TMS14F1135P0002:250466638" "2013_0083_2:250159553"
[3139] "TMS15F1355P0004:250466298" "TMS15F1442P0003:250466844"
[3141] "TMS15F1343P0001:250467102" "TMS15F1197P0017:250465625"
[3143] "TMS15F1332P0001:250467070" "TMS15F1471P0061:250482445"
[3145] "2013_0212_62:250159967" "TMS15F1243P0021:250465820"
[3147] "TMS15F1471P0036:250482420" "TMS14F1171P0007:250301949"
[3149] "TMS15F1344P0005:250467110" "TMS15F1323P0002:250467052"
[3151] "2013_0074_2:250159515" "TMS14F1208P0007:250302224"
[3153] "TMS15F1203P0012:250465663" "TMS15F1074P0001:250465144"
[3155] "TMS15F1092P0004:250465190" "TMS14F1170P0010:250301932"
[3157] "TMS15F1443P0001:250466846" "2013_0079_6:250159542"
[3159] "TMS15F1411P0001:250466712" "TMS14F1216P0002:250302254"
[3161] "2013_0212_26:250159931" "TMS15F1356P0002:250466301"
[3163] "TMS15F1345P0005:250466270" "TMS15F1079P0016:250465172"
[3165] "2013_0093_4:250159768" "TMS15F1315P0007:250467034"
[3167] "TMS14F1186P0004:250302064" "TMS15F1411P0024:250466729"
[3169] "TMS15F1093P0002:250465198" "TMS15F1121P0018:250465307"
[3171] "2013_0079_8:250159544" "TMS15F1082P0005:250465179"
[3173] "TMS15F1353P0006:250466290" "TMS15F1094P0002:250465203"
[3175] "2013_0069_51:250159512" "2013_0204_15:250159902"
[3177] "TMS15F1099P0001:250465250" "TMS15F1420P0002:250466782"
[3179] "2013_0083_11:250159562" "TMS14F1213P0007:250302244"
[3181] "TMS15F1327P0001:250467064" "TMS15F1217P0002:250465688"
[3183] "2013_0101_3:250159801" "TMS15F1244P0009:250465824"
[3185] "TMS15F1321P0004:250467049" "TMS15F1097P0004:250465248"
[3187] "2013_0074_13:250159526" "TMS15F1318P0002:250467041"
[3189] "TMS15F1355P0002:250466296" "TMS14F1170P0017:250301939"
[3191] "TMS15F1218P0001:250465691" "TMS15F1118P0002:250465297"
[3193] "TMS15F1406P0007:250466682" "2013_0212_35:250159940"
[3195] "TMS15F1471P0087:250482471" "TMS15F1366P0003:250466329"
[3197] "2013_0106_5:250159814" "TMS14F1170P0016:250301938"
[3199] "TMS14F1195P0004:250302095" "TMS14F1205P0011:250302203"
[3201] "TMS15F1331P0003:250467069" "TMS15F1226P0005:250465770"
[3203] "2013_0088_1:250159595" "2013_0212_3:250159908"
[3205] "TMS15F1403P0013:250466650" "TMS14F1189P0001:250302072"
[3207] "2013_0093_9:250159773" "TMS15F1109P0004:250465276"
[3209] "TMS14F1152P0006:250301806" "TMS14F1174P0007:250301977"
[3211] "TMS14F1205P0012:250302204" "TMS15F1073P0003:250465135"
[3213] "2013_0106_4:250159813" "TMS14F1170P0015:250301937"
[3215] "TMS15F1403P0014:250466651" "TMS15F1345P0003:250466268"
[3217] "2013_0212_2:250159907" "TMS14F1199P0007:250302124"
[3219] "TMS14F1216P0008:250302260" "TMS15F1471P0089:250482473"
[3221] "TMS15F1366P0001:250466327" "TMS15F1365P0003:250466326"
[3223] "TMS13F1120P0003:250301987" "TMS15F1346P0002:250466272"
[3225] "TMS14F1205P0013:250302205" "TMS15F1073P0002:250465134"
[3227] "TMS14F1205P0001:250302193" "TMS14F1162P0005:250301850"
[3229] "TMS14F1162P0004:250301849" "TMS15F1471P0088:250482472"
[3231] "TMS15F1098P0001:250465249" "TMS15F1420P0001:250466781"
[3233] "TMS14F1152P0004:250301804" "2013_0083_12:250159563"
[3235] "TMS14F1186P0006:250302066" "TMS15F1236P0003:250465799"
[3237] "TMS15F1233P0008:250465794" "TMS14F1195P0005:250302096"
[3239] "TMS14F1174P0009:250301979" "TMS15F1212P0006:250465681"
[3241] "TMS14F1174P0011:250301981" "TMS15F1331P0002:250467068"
[3243] "TMS14F1199P0009:250302126" "TMS15F1332P0003:250467072"
[3245] "TMS14F1162P0002:250301847" "TMS14F1027P0002:250467017"
[3247] "TMS15F1198P0018:250465635" "TMS15F1074P0003:250465145"
[3249] "TMS14F1205P0003:250302195" "TMS14F1174P0010:250301980"
[3251] "2013_0212_33:250159938" "TMS13F1079P0014:250302117"
[3253] "TMS15F1071P0007:250465117" "TMS14F1199P0008:250302125"
[3255] "TMS15F1118P0004:250465299" "TMS15F1363P0008:250466323"
[3257] "2013_0212_60:250159965" "TMS15F1363P0006:250466320"
[3259] "TMS14F1195P0007:250302098" "2013_0212_58:250159963"
[3261] "TMS14F1154P0002:250301819" "TMS15F1248P0007:250465836"
[3263] "2013_0212_61:250159966" "TMS14F1195P0006:250302097"
[3265] "TMS15F1366P0002:250466328" "TMS14F1201P0008:250302171"
[3267] "TMS14F1152P0005:250301805" "TMS15F1208P0001:250465672"
[3269] "TMS14F1174P0008:250301978" "TMS15F1075P0001:250465150"
[3271] "TMS15F1471P0063:250482447" "TMS14F1173P0009:250301966"
[3273] "TMS15F1332P0002:250467071" "TMS14F1154P0003:250301820"
[3275] "TMS15F1126P0014:250465322" "TMS15F1346P0001:250466271"
[3277] "2013_0212_59:250159964" "TMS14F1176P0005:250301992"
[3279] "TMS14F1205P0002:250302194" "TMS14F1162P0003:250301848"
[3281] "TMS14F1153P0004:250301811" "TMS15F1471P0034:250482418"
[3283] "TMS15F1363P0007:250466321" "TMS15F1462P0001:250465840"
[3285] "TMS15F1353P0001:250466285" "TMS14F1171P0004:250301946"
[3287] "2013_0204_8:250159895" "TMS15F1444P0006:250466855"
[3289] "2013_0212_63:250159968" "TMS15F1242P0002:250465813"
[3291] "2013_0106_10:250159819" "TMS15F1409P0004:250466709"
[3293] "TMS14F1151P0007:250301799" "TMS15F1471P0046:250482430"
[3295] "TMS14F1181P0004:250302046" "2013_0083_16:250159567"
[3297] "2013_0107_10:250159835" "2013_0212_54:250159959"
[3299] "TMS15F1438P0004:250466839" "2013_0087_5:250159579"
[3301] "TMS15F1244P0006:250465823" "TMS15F1203P0002:250465657"
[3303] "TMS15F1233P0004:250465790" "TMS15F1072P0016:250465129"
[3305] "TMS14F1169P0001:250301880" "TMS14F1205P0018:250302210"
[3307] "TMS15F1405P0002:250466672" "TMS15F1323P0003:250467053"
[3309] "TMS15F1334P0004:250467079" "2013_0087_12:250159586"
[3311] "TMS15F1471P0009:250482393" "2013_0069_45:250159506"
[3313] "2013_0212_36:250159941" "2013_0203_52:250159886"
[3315] "TMS13F1079P0007:250302250" "TMS14F1173P0008:250301965"
[3317] "TMS15F1358P0001:250466303" "TMS15F1442P0002:250466843"
[3319] "TMS15F1471P0005:250482389" "TMS14F1205P0004:250302196"
[3321] "2013_0069_49:250159510" "TMS14F1176P0007:250301994"
[3323] "TMS15F1406P0008:250466683" "2013_0087_9:250159583"
[3325] "TMS14F1170P0002:250301924" "TMS15F1363P0005:250466319"
[3327] "TMS13F1336P0023:250301983" "TMS15F1099P0002:250465251"
[3329] "TMS15F1344P0008:250466259" "TMS15F1443P0004:250466849"
[3331] "TMS15F1228P0013:250465774" "TMS15F1369P0002:250466339"
[3333] "TMS15F1071P0005:250465116" "2013_0074_5:250159518"
[3335] "TMS15F1356P0001:250466300" "TMS14F1154P0007:250301824"
[3337] "TMS15F1322P0001:250467050" "TMS15F1333P0002:250467075"
[3339] "TMS15F1406P0013:250466687" "TMS15F1131P0001:250465328"
[3341] "TMS15F1334P0008:250467084" "TMS15F1117P0016:250465296"
[3343] "TMS14F1201P0003:250302135" "2013_0204_4:250159891"
[3345] "TMS15F1370P0005:250466347" "TMS15F1404P0004:250466663"
[3347] "TMS14F1189P0005:250302076" "TMS14F1208P0008:250302225"
[3349] "2013_0079_1:250159537" "TMS15F1236P0004:250465800"
[3351] "TMS14F1195P0014:250302105" "TMS15F1101P0003:250465257"
[3353] "TMS14F1180P0002:250302007" "TMS15F1413P0002:250466766"
[3355] "TMS13F1122P0004:250465114" "TMS14F1151P0003:250301795"
[3357] "TMS15F1071P0010:250465118" "TMS14F1157P0001:250466763"
[3359] "TMS15F1127P0003:250465324" "TMS15F1103P0007:250465264"
[3361] "TMS15F1131P0009:250465332" "TMS15F1471P0060:250482444"
[3363] "2013_0095_21:250159796" "TMS15F1220P0006:250465701"
[3365] "TMS15F1335P0006:250467092" "TMS15F1093P0010:250465201"
[3367] "2013_0087_1:250159575" "TMS15F1437P0002:250466832"
[3369] "TMS15F1471P0073:250482457" "2013_0212_27:250159932"
[3371] "2013_0074_9:250159522" "TMS15F1411P0002:250466713"
[3373] "2013_0074_19:250159532" "TMS14F1205P0014:250302206"
[3375] "TMS14F1216P0003:250302255" "TMS13F1307P0020:250465749"
[3377] "TMS15F1203P0006:250465659" "TMS15F1471P0001:250482385"
[3379] "TMS15F1095P0001:250465243" "2013_0212_50:250159955"
[3381] "TMS15F1368P0008:250466337" "TMS15F1361P0001:250466306"
[3383] "TMS15F1232P0002:250465785" "TMS15F1237P0002:250465804"
[3385] "TMS14F1156P0003:250301829" "TMS15F1370P0001:250466343"
[3387] "TMS15F1225P0002:250465763" "TMS15F1218P0003:250465693"
[3389] "2013_0088_11:250159764" "TMS14F1194P0002:250302091"
[3391] "TMS15F1226P0004:250465769" "2013_0095_8:250159783"
[3393] "TMS14F1169P0011:250301921" "TMS15F1361P0005:250466310"
[3395] "TMS14F1173P0004:250301961" "TMS15F1411P0006:250466716"
[3397] "TMS15F1108P0003:250465273" "TMS14F1170P0006:250301928"
[3399] "TMS15F1197P0013:250465624" "TMS14F1153P0009:250301816"
[3401] "TMS15F1104P0009:250465269" "TMS15F1403P0010:250466647"
[3403] "TMS15F1245P0004:250465829" "2013_0212_23:250159928"
[3405] "2013_0212_6:250159911" "TMS15F1471P0085:250482469"
[3407] "TMS15F1415P0002:250466774" "TMS15F1079P0002:250465167"
[3409] "TMS15F1121P0042:250465313" "TMS13F1109P0009:250302119"
[3411] "2013_0204_17:250159904" "TMS14F1170P0019:250301941"
[3413] "2013_0079_11:250159547" "TMS15F1403P0006:250466643"
[3415] "TMS15F1414P0004:250466772" "TMS15F1424P0010:250466803"
[3417] "TMS15F1073P0010:250465140" "TMS15F1335P0002:250467088"
[3419] "TMS13F1339P0011:250465746" "TMS14F1174P0002:250301972"
[3421] "TMS14F1210P0009:250302235" "TMS15F1444P0002:250466851"
[3423] "2013_0088_4:250159756" "TMS14F1141P0001:250466762"
[3425] "TMS15F1077P0018:250465163" "TMS15F1368P0004:250466333"
[3427] "TMS15F1310P0018:250467020" "TMS15F1471P0042:250482426"
[3429] "2013_0106_8:250159817" "2013_0108_4:250159840"
[3431] "2013_0212_67:250159972" "TMS15F1424P0008:250466801"
[3433] "TMS15F1344P0010:250466261" "TMS15F1224P0004:250465758"
[3435] "TMS14F1200P0001:250302128" "TMS15F1229P0009:250465776"
[3437] "TMS15F1472P0002:250482475" "TMS14F1163P0007:250301862"
[3439] "TMS15F1223P0004:250465714" "2013_0083_22:250159573"
[3441] "TMS14F1167P0001:250301874" "TMS15F1363P0001:250466315"
[3443] "TMS15F1406P0004:250466679" "TMS15F1313P0001:250467028"
[3445] "TMS14F1169P0007:250301917" "TMS15F1406P0017:250466690"
[3447] "TMS15F1420P0006:250466786" "TMS15F1426P0004:250466817"
[3449] "TMS15F1202P0004:250465654" "TMS15F1074P0008:250465148"
[3451] "2013_0212_11:250159916" "2013_0093_1:250159765"
[3453] "TMS14F1199P0002:250302114" "TMS15F1411P0020:250466727"
[3455] "TMS15F1425P0006:250466814" "TMS15F1110P0013:250465283"
[3457] "TMS14F1186P0002:250302062" "TMS15F1071P0014:250465121"
[3459] "TMS14F1166P0003:250301868" "TMS15F1234P0002:250465796"
[3461] "TMS14F1177P0002:250302002" "TMS14F1195P0010:250302101"
[3463] "TMS14F1159P0003:250301837" "TMS15F1344P0014:250466265"
[3465] "TMS15F1406P0023:250466695" "2013_0212_71:250159976"
[3467] "2013_0095_15:250159790" "TMS15F1071P0020:250465123"
[3469] "2013_0212_46:250159951" "TMS15F1471P0054:250482438"
[3471] "TMS14F1204P0012:250302192" "TMS15F1072P0024:250465132"
[3473] "TMS14F1191P0002:250302079" "2013_0087_20:250159594"
[3475] "TMS15F1427P0004:250466821" "TMS15F1121P0005:250465305"
[3477] "TMS15F1461P0038:250465839" "2013_0095_2:250159777"
[3479] "2013_0083_4:250159555" "TMS15F1471P0015:250482399"
[3481] "2013_0212_44:250159949" "TMS15F1344P0012:250466263"
[3483] "TMS14F1159P0005:250301839" "TMS15F1111P0003:250465288"
[3485] "TMS14F1213P0003:250302240" "TMS14F1196P0006:250302111"
[3487] "TMS15F1406P0021:250466693" "TMS15F1424P0016:250466808"
[3489] "TMS15F1471P0013:250482397" "TMS15F1112P0007:250465291"
[3491] "TMS15F1422P0004:250466795" "TMS15F1417P0002:250466777"
[3493] "TMS15F1471P0025:250482409" "TMS15F1086P0004:250465187"
[3495] "TMS14F1213P0001:250302238" "2013_0212_42:250159947"
[3497] "TMS15F1111P0001:250465286" "TMS15F1222P0002:250465709"
[3499] "TMS15F1103P0001:250465260" "TMS15F1092P0008:250465191"
[3501] "TMS15F1424P0002:250466798" "TMS13F1045P0018:250465620"
[3503] "TMS15F1318P0008:250467045" "TMS14F1166P0005:250301870"
[3505] "TMS15F1224P0002:250465756" "TMS14F1166P0007:250301872"
[3507] "TMS15F1471P0023:250482407" "TMS15F1230P0006:250465783"
[3509] "2013_0108_13:250159849" "TMS15F1075P0012:250465153"
[3511] "TMS15F1406P0027:250466698" "2013_0107_3:250159828"
[3513] "2013_0212_19:250159924" "2013_0083_6:250159557"
[3515] "TMS15F1203P0019:250465666" "TMS15F1241P0008:250465808"
[3517] "TMS15F1198P0001:250465627" "TMS15F1334P0010:250467086"
[3519] "TMS15F1471P0052:250482436" "TMS14F1091P0009:250466256"
[3521] "2013_0212_48:250159953" "2013_0095_13:250159788"
[3523] "TMS15F1223P0002:250465712" "TMS15F1338P0002:250467097"
[3525] "TMS15F1411P0010:250466720" "TMS15F1411P0008:250466718"
[3527] "TMS15F1311P0001:250467027" "2013_0101_11:250159809"
[3529] "2013_0101_1:250159799" "2013_0095_4:250159779"
[3531] "TMS14F1191P0004:250302081" "TMS14F1196P0004:250302109"
[3533] "TMS15F1471P0081:250482465" "2013_0088_8:250159760"
[3535] "TMS15F1241P0006:250465806" "TMS15F1230P0002:250465779"
[3537] "TMS15F1112P0001:250465290" "2013_0107_7:250159832"
[3539] "TMS15F1103P0005:250465262" "TMS14F1210P0005:250302231"
[3541] "TMS14F1180P0006:250302011" "TMS14F1167P0005:250301878"
[3543] "TMS13F1007P0001:250465111" "TMS15F1471P0079:250482463"
[3545] "TMS15F1471P0021:250482405" "TMS15F1403P0002:250466639"
[3547] "TMS15F1201P0002:250465643" "TMS15F1424P0012:250466804"
[3549] "TMS15F1411P0012:250466721" "TMS13F1254P0011:250302116"
[3551] "TMS15F1471P0077:250482461" "2013_0074_23:250159536"
[3553] "TMS15F1203P0023:250465667" "2013_0087_18:250159592"
[3555] "TMS15F1403P0004:250466641" "TMS15F1127P0001:250465323"
[3557] "2013_0107_5:250159830" "2013_0204_2:250159888"
[3559] "TMS15F1230P0004:250465781" "TMS15F1103P0003:250465261"
[3561] "2013_0212_15:250159920" "TMS15F1411P0014:250466723"
[3563] "TMS15F1471P0075:250482459" "TMS15F1121P0038:250465310"
[3565] "TMS15F1077P0010:250465162" "TMS15F1419P0002:250466780"
[3567] "2013_0083_8:250159559" "TMS15F1079P0008:250465169"
[3569] "TMS15F1471P0050:250482434" "TMS15F1310P0026:250467026"
[3571] "2013_0212_17:250159922" "TMS14F1159P0007:250301841"
[3573] "TMS15F1198P0003:250465629" "TMS15F1437P0004:250466835"
[3575] "TMS15F1471P0011:250482395" "2013_0106_14:250159823"
[3577] "TMS15F1110P0005:250465279" "TMS14F1169P0005:250301884"
[3579] "2013_0095_11:250159786" "TMS14F1196P0002:250302107"
[3581] "TMS14F1063P0003:250467019" "TMS15F1338P0004:250467099"
[3583] "TMS14F1210P0003:250302229" "2013_0108_11:250159847"
[3585] "2013_0069_41:250159501" "TMS13F1034P0002:250302115"
[3587] "TMS15F1471P0048:250482432" "TMS15F1409P0002:250466707"
[3589] "TMS15F1200P0002:250465641" "TMS15F1424P0014:250466806"
[3591] "TMS15F1242P0004:250465815" "TMS15F1471P0019:250482403"
[3593] "TMS15F1221P0002:250465706" "2013_0212_38:250159943"
[3595] "2013_0069_47:250159508" "TMS14F1191P0001:250302078"
[3597] "TMS15F1363P0003:250466317" "TMS15F1199P0002:250465638"
[3599] "2013_0087_7:250159581" "2013_0212_29:250159934"
[3601] "TMS14F1186P0001:250302061" "TMS15F1071P0012:250465120"
[3603] "TMS15F1131P0003:250465330" "TMS15F1417P0001:250466776"
[3605] "TMS14F1205P0006:250302198" "TMS15F1343P0004:250467105"
[3607] "TMS14F1091P0008:250466257" "TMS15F1131P0012:250465333"
[3609] "TMS14F1154P0005:250301822" "TMS15F1126P0012:250465320"
[3611] "TMS14F1171P0002:250301944" "TMS15F1471P0039:250482423"
[3613] "2013_0106_12:250159821" "2013_0212_65:250159970"
[3615] "TMS15F1244P0013:250465826" "TMS15F1316P0001:250467035"
[3617] "TMS13F1339P0011:250301986" "TMS15F1370P0007:250466349"
[3619] "2013_0083_23:250159574" "TMS15F1243P0006:250465818"
[3621] "2013_0079_3:250159539" "TMS15F1426P0003:250466816"
[3623] "TMS15F1471P0057:250482441" "TMS15F1427P0001:250466818"
[3625] "TMS15F1422P0001:250466792" "TMS15F1086P0001:250465185"
[3627] "TMS14F1181P0002:250302044" "TMS14F1060P0006:250466254"
[3629] "2013_0212_47:250159952" "TMS15F1323P0005:250467055"
[3631] "TMS14F1169P0003:250301882" "TMS15F1220P0003:250465698"
[3633] "TMS15F1121P0004:250465304" "TMS14F1152P0001:250301801"
[3635] "TMS15F1405P0004:250466674" "TMS15F1228P0006:250465771"
[3637] "TMS15F1406P0002:250466677" "TMS15F1471P0066:250482450"
[3639] "TMS15F1077P0026:250465165" "TMS15F1207P0001:250465671"
[3641] "TMS15F1472P0003:250482476" "TMS14F1163P0006:250301861"
[3643] "TMS15F1127P0010:250465326" "TMS15F1233P0006:250465792"
[3645] "TMS14F1170P0004:250301926" "TMS15F1338P0003:250467098"
[3647] "TMS14F1176P0009:250301996" "TMS15F1073P0007:250465137"
[3649] "TMS14F1176P0001:250301988" "TMS15F1202P0002:250465652"
[3651] "TMS14F1213P0002:250302239" "2013_0203_49:250159883"
[3653] "2013_0079_13:250159549" "TMS15F1121P0040:250465312"
[3655] "2013_0083_7:250159558" "TMS14F1195P0012:250302103"
[3657] "2013_0108_2:250159838" "TMS15F1441P0002:250466841"
[3659] "TMS14F1218P0001:250302262" "TMS15F1444P0004:250466853"
[3661] "TMS15F1203P0034:250465669" "TMS15F1406P0029:250466700"
[3663] "TMS15F1406P0028:250466699" "TMS15F1471P0031:250482415"
[3665] "TMS15F1334P0002:250467077" "TMS14F1171P0011:250301953"
[3667] "TMS14F1208P0002:250302219" "TMS14F1176P0010:250301997"
[3669] "TMS14F1161P0002:250301844" "TMS15F1071P0003:250465115"
[3671] "TMS14F1165P0002:250301865" "TMS14F1153P0007:250301814"
[3673] "2013_0212_56:250159961" "TMS15F1339P0002:250467101"
[3675] "TMS15F1368P0002:250466331" "TMS14F1159P0004:250301838"
[3677] "2013_0093_10:250159774" "2013_0203_50:250159884"
[3679] "TMS15F1075P0004:250465151" "TMS14F1173P0006:250301963"
[3681] "TMS15F1407P0002:250466704" "TMS15F1122P0002:250465314"
[3683] "TMS15F1079P0013:250465171" "TMS14F1166P0001:250301866"
[3685] "TMS15F1119P0006:250465301" "TMS15F1310P0022:250467024"
[3687] "TMS15F1361P0006:250466311" "2013_0088_7:250159759"
[3689] "TMS15F1119P0007:250465302" "2013_0101_5:250159803"
[3691] "2013_0212_22:250159927" "2013_0074_17:250159530"
[3693] "TMS15F1074P0006:250465147" "TMS15F1404P0006:250466665"
[3695] "TMS15F1471P0029:250482384" "2013_0212_13:250159918"
[3697] "TMS15F1236P0001:250465797" "TMS15F1203P0017:250465664"
[3699] "TMS15F1425P0005:250466813" "TMS13F1391P0039:250465621"
[3701] "TMS15F1225P0004:250465765" "2013_0074_18:250159531"
[3703] "TMS15F1310P0021:250467023" "TMS15F1406P0030:250466701"
[3705] "TMS15F1198P0013:250465633" "TMS15F1108P0001:250465271"
[3707] "TMS14F1191P0008:250302086" "TMS15F1471P0040:250482424"
[3709] "TMS14F1204P0008:250302188" "TMS13F1111P0012:250301853"
[3711] "TMS15F1218P0005:250465695" "2013_0088_6:250159758"
[3713] "2013_0212_12:250159917" "TMS15F1072P0001:250465125"
[3715] "TMS15F1425P0004:250466812" "2013_0095_6:250159781"
[3717] "TMS15F1404P0005:250466664" "TMS15F1411P0022:250466728"
[3719] "TMS14F1199P0004:250302121" "TMS15F1241P0009:250465809"
[3721] "TMS14F1195P0002:250302093" "TMS15F1122P0003:250465315"
[3723] "TMS15F1406P0019:250466691" "TMS15F1420P0004:250466784"
[3725] "TMS15F1226P0001:250465766" "2013_0074_6:250159519"
[3727] "TMS14F1195P0001:250302092" "TMS15F1403P0007:250466644"
[3729] "TMS15F1471P0083:250482467" "2013_0074_7:250159520"
[3731] "TMS15F1110P0014:250465284" "TMS15F1085P0003:250465182"
[3733] "TMS15F1436P0002:250466830" "TMS15F1403P0008:250466645"
[3735] "2013_0212_8:250159913" "TMS15F1117P0001:250465292"
[3737] "TMS15F1223P0007:250465752" "TMS15F1406P0020:250466692"
[3739] "TMS15F1349P0001:250466276" "TMS15F1406P0003:250466678"
[3741] "TMS15F1427P0002:250466819" "TMS15F1210P0004:250465676"
[3743] "TMS15F1471P0003:250482387" "2013_0095_17:250159792"
[3745] "TMS15F1471P0041:250482425" "TMS15F1223P0006:250465751"
[3747] "TMS15F1471P0056:250482440" "TMS15F1201P0021:250465650"
[3749] "2013_0095_7:250159782" "TMS15F1224P0005:250465759"
[3751] "TMS15F1212P0001:250465678" "TMS15F1420P0005:250466785"
[3753] "2013_0212_40:250159945" "2013_0101_6:250159804"
[3755] "TMS15F1226P0002:250465767" "TMS14F1199P0003:250302120"
[3757] "2013_0087_14:250159588" "TMS15F1344P0011:250466262"
[3759] "TMS15F1471P0004:250482388" "TMS15F1225P0003:250465764"
[3761] "TMS15F1243P0023:250465821" "TMS15F1436P0001:250466829"
[3763] "TMS15F1471P0084:250482468" "TMS15F1317P0006:250467039"
[3765] "2013_0212_7:250159912" "TMS15F1424P0007:250466800"
[3767] "2013_0204_11:250159898" "2013_0106_9:250159818"
[3769] "TMS15F1126P0011:250465319" "TMS15F1086P0002:250465186"
[3771] "TMS15F1412P0001:250466730" "TMS15F1422P0002:250466793"
[3773] "TMS15F1343P0003:250467104" "TMS15F1368P0001:250466330"
[3775] "TMS15F1082P0007:250465180" "TMS14F1201P0006:250302138"
[3777] "TMS15F1323P0004:250467054" "2013_0212_55:250159960"
[3779] "TMS14F1154P0006:250301823" "2013_0212_37:250159942"
[3781] "TMS15F1471P0038:250482422" "TMS15F1245P0009:250465831"
[3783] "TMS15F1220P0004:250465699" "TMS15F1363P0002:250466316"
[3785] "TMS14F1203P0001:250302179" "TMS15F1462P0002:250465841"
[3787] "2013_0079_4:250159540" "2013_0212_64:250159969"
[3789] "TMS15F1220P0002:250465697" "TMS15F1076P0003:250465154"
[3791] "2013_0212_28:250159933" "2013_0087_8:250159582"
[3793] "TMS15F1426P0002:250466815" "TMS15F1318P0004:250467042"
[3795] "TMS14F1205P0007:250302199" "TMS15F1215P0002:250465685"
[3797] "2013_0087_13:250159587" "TMS14F1204P0010:250302190"
[3799] "2013_0212_57:250159962" "TMS14F1154P0004:250301821"
[3801] "TMS15F1403P0017:250466654" "TMS14F1218P0002:250302263"
[3803] "TMS15F1205P0005:250465670" "TMS15F1126P0013:250465321"
[3805] "2013_0204_10:250159897" "2013_0069_48:250159509"
[3807] "TMS15F1321P0002:250467047" "TMS13F1063P0019:250302248"
[3809] "TMS15F1441P0001:250466840" "TMS15F1334P0003:250467078"
[3811] "TMS15F1224P0006:250465760" "2013_0087_6:250159580"
[3813] "TMS14F1171P0012:250301954" "TMS14F1176P0011:250301998"
[3815] "TMS15F1348P0002:250466275" "2013_0079_14:250159550"
[3817] "TMS15F1073P0008:250465138" "2013_0083_15:250159566"
[3819] "TMS15F1233P0005:250465791" "TMS15F1326P0001:250467062"
[3821] "TMS14F1205P0015:250302207" "TMS15F1471P0058:250482442"
[3823] "TMS14F1204P0007:250302187" "TMS15F1223P0008:250465753"
[3825] "TMS14F1170P0012:250301934" "TMS15F1117P0008:250465295"
[3827] "2013_0106_1:250159810" "TMS14F1153P0006:250301813"
[3829] "TMS15F1351P0007:250466281" "2013_0203_51:250159885"
[3831] "TMS14F1173P0007:250301964" "TMS15F1471P0067:250482451"
[3833] "TMS15F1353P0004:250466288" "2013_0079_12:250159548"
[3835] "TMS14F1157P0002:250466764" "TMS14F1201P0004:250302136"
[3837] "TMS14F1162P0001:250301846" "TMS15F1344P0001:250467106"
[3839] "TMS14F1152P0002:250301802" "TMS15F1471P0032:250482416"
[3841] "TMS15F1334P0001:250467076" "2013_0095_20:250159795"
[3843] "TMS15F1092P0024:250465196" "TMS14F1171P0010:250301952"
[3845] "TMS15F1197P0022:250465626" "TMS15F1233P0007:250465793"
[3847] "TMS14F1161P0001:250301843" "TMS15F1471P0065:250482449"
[3849] "TMS15F1368P0003:250466332" "TMS15F1085P0002:250465181"
[3851] "TMS15F1077P0001:250465157" "2013_0203_48:250159882"
[3853] "TMS15F1072P0002:250465126" "TMS14F1165P0001:250301864"
[3855] "TMS15F1110P0016:250465285" "TMS15F1248P0004:250465835"
[3857] "TMS15F1411P0003:250466714" "TMS15F1073P0001:250465133"
[3859] "TMS14F1204P0001:250302181" "TMS15F1323P0006:250467056"
[3861] "2013_0079_2:250159538" "TMS14F1202P0003:250302176"
[3863] "TMS15F1198P0021:250465637" "TMS15F1335P0001:250467087"
[3865] "TMS15F1369P0001:250466338" "TMS15F1331P0001:250467067"
[3867] "TMS14F1208P0003:250302220" "TMS15F1370P0006:250466348"
[3869] "TMS13F1153P0002:250301851" "TMS14F1209P0001:250302226"
[3871] "2013_0204_9:250159896" "TMS15F1363P0004:250466318"
[3873] "TMS15F1071P0011:250465119" "TMS14F1163P0005:250301860"
[3875] "TMS14F1157P0001:250301831" "TMS14F1151P0002:250301794"
[3877] "TMS14F1171P0009:250301951" "TMS15F1198P0014:250465634"
[3879] "2013_0095_19:250159794" "TMS15F1472P0004:250482477"
[3881] "TMS14F1195P0013:250302104" "TMS14F1205P0005:250302197"
[3883] "TMS15F1127P0008:250465325" "TMS15F1361P0007:250466312"
[3885] "TMS14F1176P0008:250301995" "TMS14F1176P0002:250301989"
[3887] "TMS14F1156P0004:250466765" "2013_0212_30:250159935"
[3889] "TMS15F1345P0001:250466266" "TMS14F1174P0006:250301976"
[3891] "2013_0093_8:250159772" "TMS15F1325P0002:250467061"
[3893] "TMS14F1189P0002:250302073" "TMS14F1152P0007:250301807"
[3895] "TMS15F1236P0002:250465798" "TMS14F1216P0005:250302257"
[3897] "TMS15F1094P0005:250465206" "TMS15F1203P0008:250465661"
[3899] "TMS13F1079P0002:250465112" "2013_0212_31:250159936"
[3901] "TMS15F1404P0016:250466669" "TMS14F1156P0002:250301827"
[3903] "2013_0108_8:250159844" "TMS14F1202P0004:250302177"
[3905] "TMS15F1093P0005:250465200" "TMS15F1363P0009:250466324"
[3907] "TMS14F1156P0001:250301826" "TMS14F1216P0004:250302256"
[3909] "TMS15F1203P0007:250465660" "TMS15F1355P0001:250466295"
[3911] "TMS15F1433P0001:250466826" "2013_0108_9:250159845"
[3913] "TMS15F1332P0004:250467073" "TMS14F1151P0001:250301793"
[3915] "TMS15F1339P0001:250467100" "TMS14F1170P0013:250301935"
[3917] "TMS15F1094P0003:250465204" "TMS15F1315P0002:250467032"
[3919] "2013_0106_2:250159811" "TMS15F1241P0017:250465812"
[3921] "TMS13F1084P0018:250302118" "TMS15F1217P0001:250465687"
[3923] "TMS15F1198P0020:250465636" "TMS14F1205P0010:250302202"
[3925] "TMS15F1074P0004:250465146" "TMS14F1161P0003:250301845"
[3927] "TMS14F1195P0008:250302099" "2013_0093_5:250159769"
[3929] "2013_0083_13:250159564" "TMS15F1406P0011:250466685"
[3931] "TMS15F1094P0006:250465242" "TMS15F1471P0033:250482417"
[3933] "TMS15F1359P0001:250466304" "TMS15F1096P0002:250465247"
[3935] "TMS15F1432P0001:250466825" "2013_0083_14:250159565"
[3937] "TMS14F1153P0005:250301812" "TMS15F1344P0003:250467108"
[3939] "TMS14F1219P0001:250302266" "TMS15F1406P0009:250466684"
[3941] "TMS15F1201P0014:250465648" "TMS14F1189P0004:250302075"
[3943] "TMS15F1109P0007:250465278" "TMS15F1352P0003:250466283"
[3945] "TMS15F1353P0003:250466287" "TMS15F1403P0016:250466653"
[3947] "2013_0093_6:250159770" "TMS14F1170P0014:250301936"
[3949] "TMS14F1186P0007:250302067" "TMS15F1094P0004:250465205"
[3951] "TMS14F1205P0009:250302201" "2013_0212_32:250159937"
[3953] "TMS15F1352P0004:250466284" "TMS15F1201P0013:250465647"
[3955] "2013_0074_1:250159514" "2013_0079_15:250159551"
[3957] "TMS15F1344P0004:250467109" "TMS15F1406P0012:250466686"
[3959] "TMS15F1109P0006:250465277" "TMS14F1189P0003:250302074"
[3961] "TMS15F1077P0024:250465164" "2013_0074_10:250159523"
[3963] "2013_0106_3:250159812" "TMS14F1186P0008:250302068"
[3965] "2013_0093_7:250159771" "TMS15F1216P0001:250465686"
[3967] "TMS15F1403P0015:250466652" "TMS15F1353P0002:250466286"
[3969] "TMS14F1218P0003:250302264" "TMS15F1345P0002:250466267"
[3971] "TMS13F1079P0014:250465622" "TMS15F1404P0014:250466668"
[3973] "TMS15F1092P0026:250465197" "2013_0204_13:250159900"
[3975] "TMS15F1354P0001:250466291" "2013_0212_1:250159906"
[3977] "2013_0088_2:250159596" "TMS14F1216P0006:250302258"
[3979] "TMS15F1471P0037:250482421" "TMS14F1207P0002:250302214"
[3981] "TMS13F1212P0002:250465240" "TMS15F1224P0007:250465761"
[3983] "TMS13F1254P0015:250465748" "2013_0095_1:250159776"
[3985] "TMS15F1349P0003:250466278" "2013_0079_5:250159541"
[3987] "TMS15F1348P0001:250466274" "2013_0083_5:250159556"
[3989] "TMS15F1095P0005:250465244" "TMS14F1171P0013:250301955"
[3991] "TMS15F1317P0001:250467037" "TMS15F1354P0003:250466292"
[3993] "TMS15F1223P0005:250465750" "2013_0212_72:250159977"
[3995] "TMS15F1344P0013:250466264" "TMS14F1176P0012:250301999"
[3997] "TMS15F1338P0001:250467096" "2013_0108_10:250159846"
[3999] "TMS15F1223P0001:250465711" "TMS15F1471P0064:250482448"
[4001] "2013_0204_14:250159901" "TMS15F1472P0005:250482478"
[4003] "TMS14F1196P0003:250302108" "2013_0095_12:250159787"
[4005] "TMS15F1215P0001:250465684" "TMS15F1072P0021:250465131"
[4007] "TMS14F1186P0003:250302063" "TMS15F1199P0004:250465639"
[4009] "TMS15F1247P0001:250465832" "TMS14F1159P0002:250301836"
[4011] "TMS14F1208P0004:250302221" "TMS15F1471P0051:250482435"
[4013] "TMS14F1204P0002:250302182" "2013_0212_18:250159923"
[4015] "TMS15F1092P0001:250465189" "TMS14F1153P0010:250301817"
[4017] "TMS14F1192P0001:250302087" "TMS15F1471P0028:250482412"
[4019] "TMS14F1190P0001:250302077" "TMS15F1198P0002:250465628"
[4021] "TMS15F1403P0009:250466646" "TMS14F1152P0003:250301803"
[4023] "TMS15F1224P0003:250465757" "TMS15F1079P0024:250465174"
[4025] "TMS14F1157P0002:250301832" "TMS15F1471P0024:250482408"
[4027] "2013_0074_12:250159525" "TMS13F1063P0007:250302247"
[4029] "TMS13F1214P0002:250465241" "TMS15F1471P0082:250482466"
[4031] "TMS15F1222P0003:250465710" "TMS13F1079P0005:250465747"
[4033] "2013_0212_9:250159914" "TMS14F1213P0008:250302245"
[4035] "2013_0212_49:250159954" "TMS14F1170P0020:250301942"
[4037] "TMS13F1212P0058:250465239" "TMS14F1185P0001:250302059"
[4039] "TMS14F1163P0004:250301859" "TMS15F1411P0009:250466719"
[4041] "TMS15F1318P0007:250467044" "TMS15F1406P0032:250466702"
[4043] "2013_0083_1:250159552" "TMS15F1471P0059:250482443"
[4045] "TMS15F1111P0002:250465287" "2013_0095_5:250159780"
[4047] "TMS15F1324P0005:250467057" "2013_0107_4:250159829"
[4049] "TMS15F1110P0008:250465280" "TMS15F1229P0006:250465775"
[4051] "TMS15F1201P0009:250465646" "TMS15F1121P0020:250465308"
[4053] "TMS15F1471P0014:250482398" "TMS14F1174P0012:250301982"
[4055] "2013_0212_14:250159919" "2013_0108_14:250159850"
[4057] "TMS15F1248P0003:250465834" "TMS14F1153P0001:250301808"
[4059] "TMS15F1223P0009:250465754" "TMS15F1343P0002:250467103"
[4061] "TMS15F1403P0018:250466655" "TMS15F1353P0005:250466289"
[4063] "TMS14F1166P0006:250301871" "TMS15F1406P0022:250466694"
[4065] "TMS15F1092P0023:250465195" "TMS15F1310P0023:250467025"
[4067] "TMS15F1403P0020:250466657" "TMS14F1195P0009:250302100"
[4069] "TMS15F1236P0007:250465802" "TMS15F1211P0001:250465677"
[4071] "2013_0074_16:250159529" "TMS15F1102P0002:250465258"
[4073] "TMS14F1199P0005:250302122" "TMS15F1403P0011:250466648"
[4075] "TMS14F1166P0002:250301867" "2013_0095_9:250159784"
[4077] "TMS15F1411P0005:250466715" "2013_0108_7:250159843"
[4079] "TMS15F1197P0012:250465623" "TMS15F1404P0007:250466666"
[4081] "TMS15F1370P0002:250466344" "TMS15F1073P0011:250465141"
[4083] "TMS15F1471P0086:250482470" "TMS15F1420P0003:250466783"
[4085] "2013_0212_5:250159910" "TMS14F1167P0004:250301877"
[4087] "TMS15F1225P0001:250465762" "TMS15F1104P0006:250465268"
[4089] "TMS14F1170P0018:250301940" "TMS15F1415P0003:250466775"
[4091] "TMS14F1170P0009:250301931" "TMS15F1201P0005:250465644"
[4093] "2013_0106_7:250159816" "TMS15F1085P0005:250465183"
[4095] "TMS14F1173P0005:250301962" "TMS15F1434P0003:250466827"
[4097] "TMS15F1336P0001:250467093" "TMS15F1368P0007:250466336"
[4099] "TMS14F1037P0002:250467016" "TMS15F1471P0002:250482386"
[4101] "TMS14F1153P0008:250301815" "TMS15F1414P0001:250466770"
[4103] "TMS14F1214P0002:250302252" "TMS15F1203P0018:250465665"
[4105] "TMS15F1471P0030:250482414" "TMS15F1126P0008:250465318"
[4107] "2013_0079_9:250159545" "TMS14F1156P0004:250301830"
[4109] "TMS15F1071P0040:250465124" "TMS15F1324P0011:250467060"
[4111] "2013_0101_4:250159802" "TMS15F1420P0007:250466787"
[4113] "TMS14F1202P0002:250302175" "2013_0074_8:250159521"
[4115] "TMS15F1202P0003:250465653" "TMS15F1099P0005:250465253"
[4117] "2013_0212_41:250159946" "TMS15F1435P0001:250466828"
[4119] "TMS15F1226P0003:250465768" "TMS14F1194P0001:250302090"
[4121] "TMS14F1199P0001:250302113" "2013_0087_15:250159589"
[4123] "TMS15F1077P0003:250465158" "TMS15F1335P0003:250467089"
[4125] "2013_0108_3:250159839" "2013_0204_12:250159899"
[4127] "TMS15F1424P0023:250466809" "2013_0083_21:250159572"
[4129] "TMS15F1093P0003:250465199" "TMS14F1151P0004:250301796"
[4131] "TMS15F1198P0010:250465632" "TMS14F1174P0003:250301973"
[4133] "TMS14F1178P0001:250302004" "2013_0212_10:250159915"
[4135] "TMS14F1187P0001:250302069" "TMS15F1413P0003:250466767"
[4137] "TMS15F1121P0002:250465303" "TMS15F1471P0068:250482452"
[4139] "TMS14F1200P0002:250302129" "TMS15F1427P0003:250466820"
[4141] "TMS15F1472P0001:250482474" "TMS14F1196P0007:250302112"
[4143] "2013_0204_18:250159905" "TMS15F1220P0001:250465696"
[4145] "TMS15F1411P0019:250466726" "TMS15F1428P0001:250466822"
[4147] "TMS15F1405P0005:250466675" "TMS15F1073P0009:250465139"
[4149] "TMS15F1422P0003:250466794" "TMS14F1163P0008:250301863"
[4151] "2013_0088_5:250159757" "TMS15F1361P0004:250466309"
[4153] "2013_0095_16:250159791" "2013_0212_24:250159929"
[4155] "TMS14F1191P0007:250302085" "TMS15F1108P0002:250465272"
[4157] "TMS15F1218P0004:250465694" "TMS15F1355P0005:250466299"
[4159] "TMS15F1471P0055:250482439" "TMS15F1220P0009:250465704"
[4161] "TMS15F1087P0001:250465188" "TMS14F1204P0009:250302189"
[4163] "TMS15F1409P0005:250466710" "TMS15F1471P0045:250482429"
[4165] "TMS15F1438P0003:250466838" "TMS15F1437P0001:250466831"
[4167] "TMS15F1443P0003:250466848" "TMS15F1203P0001:250465656"
[4169] "TMS15F1471P0008:250482392" "TMS13F1332P0045:250301854"
[4171] "TMS15F1405P0003:250466673" "TMS15F1229P0012:250465777"
[4173] "TMS15F1233P0003:250465789" "2013_0069_46:250159507"
[4175] "TMS15F1232P0001:250465784" "TMS15F1444P0005:250466854"
[4177] "TMS14F1151P0006:250301798" "TMS15F1131P0002:250465329"
[4179] "TMS15F1220P0007:250465702" "TMS15F1237P0001:250465803"
[4181] "TMS15F1407P0001:250466703" "TMS14F1047P0010:250467018"
[4183] "2013_0106_11:250159820" "TMS15F1233P0001:250465787"
[4185] "TMS14F1181P0003:250302045" "TMS15F1471P0047:250482431"
[4187] "TMS15F1242P0003:250465814" "TMS15F1362P0002:250466314"
[4189] "TMS14F1171P0005:250301947" "TMS15F1424P0009:250466802"
[4191] "TMS15F1471P0006:250482390" "TMS15F1471P0043:250482427"
[4193] "TMS15F1471P0018:250482402" "TMS15F1413P0005:250466769"
[4195] "TMS15F1077P0005:250465160" "TMS15F1110P0012:250465282"
[4197] "TMS14F1177P0001:250302001" "TMS15F1241P0001:250465805"
[4199] "TMS14F1091P0012:250466255" "TMS15F1220P0005:250465700"
[4201] "2013_0204_5:250159892" "TMS15F1076P0007:250465156"
[4203] "2013_0212_39:250159944" "TMS15F1369P0005:250466342"
[4205] "TMS14F1106P0006:250466636" "TMS15F1405P0001:250466671"
[4207] "TMS15F1210P0003:250465675" "TMS15F1409P0003:250466708"
[4209] "TMS15F1471P0072:250482456" "TMS15F1335P0005:250467091"
[4211] "TMS15F1471P0049:250482433" "TMS14F1181P0001:250302012"
[4213] "TMS14F1181P0005:250302047" "2013_0101_8:250159806"
[4215] "TMS15F1092P0015:250465192" "TMS15F1411P0017:250466725"
[4217] "2013_0212_51:250159956" "TMS14F1181P0007:250302049"
[4219] "TMS15F1361P0002:250466307" "2013_0106_15:250159824"
[4221] "TMS15F1404P0003:250466662" "TMS15F1334P0007:250467082"
[4223] "TMS15F1444P0003:250466852" "TMS15F1232P0003:250465786"
[4225] "TMS15F1444P0009:250466857" "2013_0087_2:250159576"
[4227] "TMS15F1202P0001:250465651" "TMS15F1471P0074:250482458"
[4229] "TMS14F1170P0003:250301925" "TMS15F1420P0009:250466789"
[4231] "TMS15F1437P0003:250466833" "TMS14F1183P0003:250302057"
[4233] "TMS15F1121P0039:250465311" "2013_0087_17:250159591"
[4235] "2013_0108_1:250159837" "TMS15F1438P0001:250466836"
[4237] "2013_0204_3:250159890" "TMS13F1034P0019:250302249"
[4239] "TMS14F1171P0003:250301945" "TMS14F1210P0006:250302232"
[4241] "TMS15F1119P0002:250465300" "TMS14F1180P0001:250302006"
[4243] "TMS15F1471P0016:250482400" "TMS15F1406P0001:250466676"
[4245] "2013_0069_44:250159504" "TMS15F1221P0003:250465707"
[4247] "TMS15F1200P0001:250465640" "TMS15F1411P0013:250466722"
[4249] "2013_0088_9:250159762" "TMS15F1403P0003:250466640"
[4251] "2013_0087_19:250159593" "2013_0101_10:250159808"
[4253] "TMS15F1241P0007:250465807" "2013_0107_6:250159831"
[4255] "TMS15F1198P0006:250465630" "TMS15F1121P0037:250465309"
[4257] "TMS14F1210P0004:250302230" "TMS14F1180P0005:250302010"
[4259] "TMS15F1420P0011:250466791" "TMS15F1471P0020:250482404"
[4261] "TMS15F1360P0002:250466305" "TMS14F1172P0001:250301957"
[4263] "TMS15F1230P0003:250465780" "2013_0204_1:250159887"
[4265] "TMS15F1411P0015:250466724" "TMS14F1182P0001:250302051"
[4267] "TMS15F1221P0001:250465705" "TMS14F1180P0003:250302008"
[4269] "TMS15F1201P0001:250465642" "2013_0074_22:250159535"
[4271] "2013_0107_8:250159833" "2013_0093_11:250159775"
[4273] "TMS15F1230P0001:250465778" "TMS15F1245P0001:250465828"
[4275] "TMS15F1334P0009:250467085" "TMS15F1471P0022:250482406"
[4277] "TMS15F1471P0078:250482462" "2013_0212_20:250159925"
[4279] "TMS15F1104P0004:250465267" "TMS15F1471P0010:250482394"
[4281] "TMS15F1424P0015:250466807" "TMS15F1471P0012:250482396"
[4283] "TMS14F1196P0001:250302106" "2013_0083_9:250159560"
[4285] "2013_0095_10:250159785" "TMS14F1171P0001:250301943"
[4287] "TMS14F1159P0008:250301842" "TMS15F1243P0001:250465816"
[4289] "TMS15F1406P0026:250466697" "TMS15F1418P0001:250466778"
[4291] "TMS14F1159P0006:250301840" "TMS15F1222P0001:250465708"
[4293] "2013_0069_42:250159502" "2013_0212_16:250159921"
[4295] "TMS15F1409P0001:250466705" "TMS15F1419P0001:250466779"
[4297] "TMS15F1077P0009:250465161" "TMS15F1072P0019:250465130"
[4299] "TMS15F1104P0002:250465266" "TMS14F1149P0002:250301790"
[4301] "2013_0212_45:250159950" "TMS15F1471P0076:250482460"
[4303] "TMS15F1079P0007:250465168" "TMS14F1170P0001:250301923"
[4305] "TMS15F1111P0004:250465289" "TMS15F1444P0007:250466856"
[4307] "TMS15F1244P0001:250465822" "TMS15F1404P0001:250466660"
[4309] "2013_0106_13:250159822" "TMS15F1266P0004:250476628"
[4311] "TMS14F1110P0015:250301412" "TMS15F1248P0012:250476618"
[4313] "TMS15F1212P0008:250476552" "TMS14F1128P0008:250301582"
[4315] "TMS14F1121P0005:250301500" "TMS14F1142P0013:250301706"
[4317] "TMS14F1363P0002:250301595" "TMS14F1117P0002:250301467"
[4319] "TMS14F1112P0003:250301430" "TMS14F1112P0019:250301447"
[4321] "TMS15F1229P0002:250476562" "TMS14F1117P0018:250301483"
[4323] "TMS14F1104P0006:250301336" "TMS15F1245P0008:250476613"
[4325] "TMS15F1243P0003:250476593" "TMS14F1098P0012:250301286"
[4327] "TMS14F1102P0002:250301328" "TMS14F1107P0001:250301357"
[4329] "TMS14F1120P0005:250301493" "TMS14F1125P0015:250301567"
[4331] "TMS14F1106P0003:250301345" "TMS15F1277P0001:250476635"
[4333] "TMS13F1339P0009:250301719" "TMS14F1121P0004:250301499"
[4335] "TMS14F1112P0012:250301439" "TMS14F1117P0009:250301474"
[4337] "TMS14F1117P0011:250301476" "TMS14F1103P0001:250301330"
[4339] "TMS14F1143P0002:250301715" "TMS14F1116P0003:250301462"
[4341] "TMS13F1160P0008:250301720" "TMS14F1116P0004:250301463"
[4343] "TMS14F1145P0015:250301738" "TMS15F1219P0003:250476557"
[4345] "TMS14F1122P0004:250301541" "TMS15F1211P0003:250476548"
[4347] "TMS14F1137P0003:250301669" "TMS14F1144P0001:250301716"
[4349] "TMS14F1098P0011:250301285" "TMS15F1209P0004:250476543"
[4351] "TMS14F1099P0008:250301299" "TMS14F1117P0001:250301466"
[4353] "TMS14F1137P0002:250301668" "TMS14F1138P0001:250301670"
[4355] "TMS14F1129P0001:250301600" "TMS14F1122P0003:250301540"
[4357] "TMS15F1209P0005:250476544" "TMS14F1138P0002:250301671"
[4359] "TMS15F1212P0009:250476553" "TMS15F1243P0030:250476609"
[4361] "TMS15F1230P0028:250476575" "TMS14F1113P0002:250301450"
[4363] "TMS14F1120P0006:250301494" "TMS15F1254P0002:250476624"
[4365] "TMS14F1098P0013:250301287" "TMS14F1117P0017:250301482"
[4367] "TMS14F1111P0005:250301422" "TMS14F1125P0007:250301559"
[4369] "TMS14F1106P0011:250301353" "TMS14F1112P0004:250301431"
[4371] "TMS15F1220P0011:250476560" "TMS14F1106P0009:250301351"
[4373] "TMS14F1124P0006:250301551" "TMS15F1243P0028:250476608"
[4375] "TMS13F1045P0019:250301325" "TMS14F1111P0003:250301420"
[4377] "TMS14F1128P0002:250301576" "TMS13F1245P0011:250301323"
[4379] "TMS14F1128P0001:250301575" "TMS14F1121P0003:250301498"
[4381] "TMS14F1120P0004:250301492" "TMS14F1117P0020:250301485"
[4383] "TMS14F1111P0004:250301421" "TMS14F1125P0006:250301558"
[4385] "TMS15F1240P0001:250476577" "TMS14F1106P0013:250301355"
[4387] "TMS14F1125P0004:250301556" "TMS14F1121P0002:250301497"
[4389] "TMS14F1125P0005:250301557" "TMS14F1112P0002:250301429"
[4391] "TMS14F1117P0019:250301484" "TMS15F1231P0001:250476576"
[4393] "TMS15F1212P0007:250476551" "TMS14F1112P0001:250301428"
[4395] "TMS15F1211P0008:250476550" "TMS13F1253P0011:250301326"
[4397] "TMS15F1229P0017:250476570" "TMS14F1130P0009:250301613"
[4399] "TMS14F1142P0001:250301693" "TMS14F1138P0003:250301672"
[4401] "TMS14F1099P0003:250301294" "TMS14F1118P0002:250301487"
[4403] "TMS15F1243P0020:250476603" "TMS14F1146P0003:250301741"
[4405] "TMS14F1106P0010:250301352" "TMS14F1363P0004:250301597"
[4407] "TMS15F1240P0006:250476580" "TMS14F1142P0015:250301708"
[4409] "TMS14F1101P0002:250301317" "TMS14F1147P0005:250301752"
[4411] "TMS15F1243P0010:250476596" "TMS14F1145P0001:250301724"
[4413] "TMS14F1137P0001:250301667" "TMS15F1229P0008:250476566"
[4415] "TMS14F1142P0005:250301697" "TMS15F1251P0001:250476623"
[4417] "TMS14F1122P0005:250301542" "TMS14F1121P0007:250301502"
[4419] "TMS14F1147P0001:250301748" "TMS14F1146P0007:250301745"
[4421] "TMS14F1111P0006:250301423" "TMS14F1130P0001:250301605"
[4423] "TMS14F1122P0001:250301538" "TMS15F1209P0006:250476545"
[4425] "TMS14F1106P0008:250301350" "TMS14F1143P0001:250301714"
[4427] "TMS14F1117P0016:250301481" "TMS15F1219P0002:250476556"
[4429] "TMS14F1125P0008:250301560" "TMS14F1112P0008:250301435"
[4431] "TMS14F1136P0003:250301666" "TMS14F1108P0002:250301363"
[4433] "TMS13F1160P0007:250301723" "TMS14F1140P0001:250301679"
[4435] "TMS14F1117P0012:250301477" "TMS14F1142P0019:250301712"
[4437] "TMS13F1154P0010:250301590" "TMS14F1144P0003:250301718"
[4439] "TMS14F1100P0004:250301305" "TMS15F1213P0001:250476554"
[4441] "TMS15F1276P0004:250476633" "TMS14F1139P0001:250301676"
[4443] "TMS14F1128P0006:250301580" "TMS14F1112P0010:250301437"
[4445] "TMS14F1124P0001:250301546" "TMS14F1145P0013:250301736"
[4447] "TMS14F1135P0005:250301663" "TMS15F1243P0024:250476604"
[4449] "TMS15F1241P0004:250476582" "TMS14F1104P0010:250301340"
[4451] "TMS14F1147P0009:250301756" "TMS14F1116P0002:250301461"
[4453] "TMS14F1099P0007:250301298" "TMS15F1250P0012:250476622"
[4455] "TMS14F1125P0012:250301564" "TMS15F1245P0018:250476616"
[4457] "TMS14F1110P0016:250301413" "TMS14F1107P0004:250301360"
[4459] "TMS14F1133P0003:250301623" "TMS14F1133P0001:250301621"
[4461] "TMS14F1106P0002:250301344" "TMS15F1254P0006:250476626"
[4463] "TMS15F1241P0016:250476587" "TMS14F1140P0009:250301687"
[4465] "TMS14F1110P0002:250301368" "TMS13F1109P0007:250301722"
[4467] "TMS15F1241P0014:250476586" "TMS15F1243P0004:250476594"
[4469] "TMS14F1140P0007:250301685" "TMS14F1135P0003:250301630"
[4471] "TMS14F1131P0001:250301615" "TMS14F1106P0004:250301346"
[4473] "TMS13F1002P0006:250301588" "TMS14F1145P0011:250301734"
[4475] "TMS14F1117P0010:250301475" "TMS14F1112P0020:250301448"
[4477] "TMS14F1125P0014:250301566" "TMS15F1243P0018:250476601"
[4479] "TMS14F1132P0001:250301619" "TMS14F1107P0002:250301358"
[4481] "TMS14F1133P0005:250301625" "TMS14F1145P0009:250301732"
[4483] "TMS14F1110P0014:250301411" "TMS14F1110P0004:250301370"
[4485] "TMS14F1140P0003:250301681" "TMS15F1241P0010:250476584"
[4487] "TMS14F1117P0006:250301471" "TMS14F1104P0002:250301332"
[4489] "TMS14F1148P0001:250301757" "TMS14F1145P0007:250301730"
[4491] "TMS14F1131P0003:250301617" "TMS14F1112P0014:250301441"
[4493] "TMS14F1110P0006:250301372" "TMS14F1100P0006:250301307"
[4495] "TMS14F1135P0001:250301628" "TMS14F1117P0004:250301469"
[4497] "TMS14F1128P0012:250301586" "TMS14F1117P0008:250301473"
[4499] "TMS14F1125P0016:250301568" "TMS14F1112P0016:250301443"
[4501] "TMS14F1104P0004:250301334" "TMS14F1141P0005:250301692"
[4503] "TMS14F1110P0008:250301374" "TMS14F1116P0006:250301465"
[4505] "TMS14F1134P0001:250301627" "TMS14F1147P0003:250301750"
[4507] "TMS14F1105P0002:250301342" "TMS15F1219P0006:250476558"
[4509] "TMS14F1130P0005:250301609" "TMS14F1110P0018:250301415"
[4511] "TMS14F1142P0011:250301704" "TMS14F1149P0001:250301758"
[4513] "TMS14F1142P0009:250301702" "TMS14F1141P0003:250301690"
[4515] "TMS14F1145P0005:250301728" "TMS15F1248P0006:250476617"
[4517] "TMS14F1125P0020:250301573" "TMS14F1140P0005:250301683"
[4519] "TMS14F1100P0008:250301309" "TMS14F1130P0007:250301611"
[4521] "TMS14F1146P0005:250301743" "TMS15F1229P0004:250476563"
[4523] "TMS14F1099P0001:250301292" "TMS15F1242P0008:250476590"
[4525] "TMS14F1100P0010:250301311" "TMS15F1242P0010:250476592"
[4527] "TMS14F1099P0009:250301300" "TMS14F1128P0014:250301593"
[4529] "TMS13F1145P0031:250301589" "TMS14F1125P0018:250301570"
[4531] "TMS15F1265P0002:250476627" "TMS14F1107P0005:250301361"
[4533] "TMS14F1147P0007:250301754" "TMS14F1125P0002:250301554"
[4535] "TMS14F1110P0010:250301376" "TMS14F1125P0011:250301563"
[4537] "TMS15F1229P0015:250476569" "TMS14F1142P0008:250301701"
[4539] "TMS15F1240P0004:250476579" "TMS14F1121P0010:250301536"
[4541] "TMS14F1110P0020:250301417" "TMS13F1064P0025:250301324"
[4543] "TMS14F1136P0001:250301664" "TMS14F1133P0006:250301626"
[4545] "TMS14F1146P0001:250301739" "TMS14F1099P0005:250301296"
[4547] "TMS14F1138P0005:250301674" "TMS13F1064P0009:250301456"
[4549] "TMS14F1130P0003:250301607" "TMS15F1243P0026:250476606"
[4551] "TMS15F1209P0008:250476547" "TMS14F1139P0003:250301678"
[4553] "TMS14F1363P0006:250301599" "TMS14F1135P0002:250301629"
[4555] "TMS14F1141P0001:250301688" "TMS14F1145P0003:250301726"
[4557] "TMS14F1129P0004:250301603" "TMS14F1131P0002:250301616"
[4559] "TMS14F1117P0015:250301480" "TMS14F1125P0009:250301561"
[4561] "TMS15F1243P0016:250476599" "TMS14F1112P0007:250301434"
[4563] "TMS14F1112P0006:250301433" "TMS14F1117P0014:250301479"
[4565] "TMS15F1276P0007:250476620" "TMS15F1243P0015:250476598"
[4567] "TMS15F1241P0003:250476581" "TMS14F1109P0001:250301365"
[4569] "TMS15F1245P0005:250476612" "TMS14F1128P0004:250301578"
[4571] "TMS14F1146P0009:250301747" "TMS14F1142P0007:250301699"
[4573] "TMS15F1279P0001:250476636" "TMS14F1106P0007:250301349"
[4575] "TMS15F1241P0020:250476589" "TMS14F1145P0012:250301735"
[4577] "TMS15F1230P0023:250476573" "TMS14F1100P0002:250301303"
[4579] "TMS14F1111P0008:250301425" "TMS14F1128P0005:250301579"
[4581] "TMS15F1230P0024:250476574" "TMS14F1142P0017:250301710"
[4583] "TMS14F1110P0012:250301409" "TMS13F1160P0009:250301587"
[4585] "TMS14F1110P0001:250301367" "TMS14F1111P0009:250301426"
[4587] "TMS14F1106P0006:250301348" "TMS14F1101P0001:250301315"
[4589] "TMS14F1111P0010:250301427" "TMS14F1125P0001:250301553"
[4591] "TMS14F1129P0003:250301602" "TMS15F1241P0018:250476588"
[4593] "TMS14F1125P0010:250301562" "TMS14F1125P0003:250301555"
[4595] "TMS14F1129P0005:250301604" "TMS14F1363P0005:250301598"
[4597] "TMS14F1100P0001:250301302" "TMS14F1111P0007:250301424"
[4599] "TMS14F1114P0002:250301454" "TMS15F1244P0005:250476610"
[4601] "TMS14F1126P0001:250301574" "TMS15F1243P0025:250476605"
[4603] "TMS14F1139P0002:250301677" "TMS15F1240P0003:250476578"
[4605] "TMS15F1213P0002:250476555" "TMS14F1138P0004:250301673"
[4607] "TMS14F1124P0003:250301548" "TMS14F1122P0006:250301543"
[4609] "TMS15F1229P0014:250476568" "TMS14F1120P0002:250301490"
[4611] "TMS15F1243P0027:250476607" "TMS15F1250P0004:250476621"
[4613] "TMS14F1111P0002:250301419" "TMS14F1124P0005:250301550"
[4615] "TMS14F1098P0015:250301289" "TMS14F1111P0001:250301418"
[4617] "TMS14F1121P0008:250301503" "TMS14F1124P0004:250301549"
[4619] "TMS14F1098P0014:250301288" "TMS14F1120P0001:250301489"
[4621] "TMS13F1063P0002:250301458" "TMS14F1121P0001:250301496"
[4623] "TMS14F1138P0006:250301675" "TMS14F1121P0011:250301537"
[4625] "TMS14F1098P0016:250301290" "TMS14F1120P0003:250301491"
[4627] "TMS15F1266P0016:250476631" "TMS14F1106P0001:250301343"
[4629] "TMS15F1229P0013:250476567" "TMS13F1122P0003:250301457"
[4631] "TMS14F1129P0002:250301601" "TMS15F1266P0011:250476630"
[4633] "TMS15F1254P0003:250476625" "TMS14F1133P0004:250301624"
[4635] "TMS14F1142P0020:250301713" "TMS14F1110P0013:250301410"
[4637] "TMS14F1120P0007:250301495" "TMS13F1045P0018:250301721"
[4639] "TMS15F1211P0004:250476549" "TMS14F1132P0002:250301620"
[4641] "TMS14F1107P0003:250301359" "TMS15F1209P0003:250476542"
[4643] "TMS15F1241P0013:250476585" "TMS14F1114P0001:250301453"
[4645] "TMS14F1124P0002:250301547" "TMS14F1110P0003:250301369"
[4647] "TMS14F1145P0010:250301733" "TMS15F1230P0021:250476572"
[4649] "TMS14F1116P0005:250301464" "TMS13F1050P0008:250301455"
[4651] "TMS15F1243P0019:250476602" "TMS14F1140P0008:250301686"
[4653] "TMS15F1279P0003:250476637" "TMS15F1209P0007:250476546"
[4655] "TMS14F1112P0005:250301432" "TMS14F1108P0001:250301362"
[4657] "TMS14F1117P0013:250301478" "TMS14F1122P0002:250301539"
[4659] "TMS15F1243P0013:250476597" "TMS14F1112P0009:250301436"
[4661] "TMS15F1241P0005:250476583" "TMS14F1130P0002:250301606"
[4663] "TMS14F1142P0018:250301711" "TMS14F1125P0013:250301565"
[4665] "TMS14F1102P0001:250301322" "TMS14F1116P0001:250301460"
[4667] "TMS14F1135P0004:250301631" "TMS14F1128P0007:250301581"
[4669] "TMS15F1266P0009:250476629" "TMS14F1106P0005:250301347"
[4671] "TMS14F1144P0002:250301717" "TMS14F1098P0008:250301282"
[4673] "TMS15F1230P0019:250476571" "TMS14F1363P0003:250301596"
[4675] "TMS14F1142P0014:250301707" "TMS14F1147P0006:250301753"
[4677] "TMS14F1099P0002:250301293" "TMS15F1229P0007:250476565"
[4679] "TMS14F1146P0004:250301742" "TMS14F1145P0002:250301725"
[4681] "TMS14F1142P0016:250301709" "TMS14F1146P0006:250301744"
[4683] "TMS15F1248P0013:250476619" "TMS14F1101P0003:250301318"
[4685] "TMS15F1229P0005:250476564" "TMS13F1154P0008:250301459"
[4687] "TMS14F1130P0008:250301612" "TMS14F1147P0008:250301755"
[4689] "TMS14F1118P0001:250301486" "TMS14F1142P0010:250301703"
[4691] "TMS14F1141P0002:250301689" "TMS14F1104P0007:250301337"
[4693] "TMS14F1145P0004:250301727" "TMS14F1110P0011:250301377"
[4695] "TMS14F1142P0004:250301696" "TMS14F1146P0008:250301746"
[4697] "TMS14F1363P0001:250301594" "TMS14F1142P0006:250301698"
[4699] "TMS14F1101P0005:250301320" "TMS14F1130P0004:250301608"
[4701] "TMS14F1112P0011:250301438" "TMS14F1104P0005:250301335"
[4703] "TMS14F1146P0002:250301740" "TMS14F1117P0003:250301468"
[4705] "TMS14F1099P0004:250301295" "TMS14F1128P0009:250301583"
[4707] "TMS14F1140P0002:250301680" "TMS15F1229P0001:250476561"
[4709] "TMS14F1102P0003:250301329" "TMS15F1245P0011:250476614"
[4711] "TMS14F1104P0003:250301333" "TMS14F1112P0015:250301442"
[4713] "TMS14F1125P0017:250301569" "TMS14F1145P0008:250301731"
[4715] "TMS14F1131P0004:250301618" "TMS14F1128P0011:250301585"
[4717] "TMS14F1110P0007:250301373" "TMS14F1130P0010:250301614"
[4719] "TMS14F1140P0004:250301682" "TMS14F1110P0009:250301375"
[4721] "TMS14F1117P0007:250301472" "TMS14F1112P0017:250301445"
[4723] "TMS14F1112P0013:250301440" "TMS14F1128P0013:250301592"
[4725] "TMS14F1125P0019:250301571" "TMS14F1104P0001:250301331"
[4727] "TMS14F1110P0005:250301371" "TMS14F1100P0007:250301308"
[4729] "TMS14F1147P0002:250301749" "TMS14F1117P0005:250301470"
[4731] "TMS15F1242P0009:250476591" "TMS14F1100P0011:250301312"
[4733] "TMS15F1243P0017:250476600" "TMS15F1275P0001:250476632"
[4735] "TMS14F1147P0004:250301751" "TMS14F1140P0006:250301684"
[4737] "TMS14F1105P0001:250301341" "TMS14F1099P0010:250301301"
[4739] "TMS15F1245P0013:250476615" "TMS14F1142P0012:250301705"
[4741] "TMS14F1100P0009:250301310" "TMS14F1141P0004:250301691"
[4743] "TMS15F1244P0015:250476611" "TMS14F1142P0002:250301694"
[4745] "TMS15F1243P0007:250476595" "TMS14F1145P0006:250301729"
[4747] "TMS15F1219P0007:250476559" "TMS14F1110P0017:250301414"
[4749] "TMS14F1133P0002:250301622" "TMS14F1257P0003:250303620"
[4751] "TMS14F1270P0007:250303736" "TMS14F1253P0001:250303587"
[4753] "TMS14F1273P0002:250303762" "TMS14F1248P0010:250303569"
[4755] "TMS14F1265P0007:250303714" "TMS14F1259P0016:250303642"
[4757] "TMS14F1259P0007:250303633" "TMS14F1264P0001:250303702"
[4759] "TMS14F1255P0005:250303597" "TMS14F1245P0006:250303503"
[4761] "TMS14F1243P0017:250303483" "TMS14F1229P0006:250303383"
[4763] "TMS14F1224P0007:250303342" "TMS14F1226P0012:250303357"
[4765] "TMS14F1243P0008:250303474" "TMS14F1228P0008:250303372"
[4767] "TMS14F1235P0006:250303441" "TMS13F1154P0005:250303660"
[4769] "TMS14F1222P0003:250303322" "TMS14F1235P0005:250303409"
[4771] "TMS14F1272P0003:250303743" "TMS14F1247P0011:250303522"
[4773] "TMS14F1228P0007:250303371" "TMS14F1248P0009:250303568"
[4775] "TMS14F1248P0008:250303536" "TMS14F1273P0018:250303778"
[4777] "TMS14F1244P0006:250303493" "TMS14F1256P0004:250303617"
[4779] "TMS14F1274P0001:250303781" "TMS14F1258P0001:250303626"
[4781] "TMS14F1236P0004:250303447" "TMS14F1229P0005:250303382"
[4783] "TMS14F1236P0003:250303446" "TMS14F1223P0001:250303324"
[4785] "TMS14F1250P0006:250303579" "TMS14F1237P0002:250303450"
[4787] "TMS14F1272P0004:250303744" "TMS14F1259P0017:250303643"
[4789] "TMS14F1265P0006:250303713" "TMS14F1269P0001:250303724"
[4791] "TMS14F1243P0007:250303473" "TMS14F1247P0009:250303520"
[4793] "TMS14F1273P0010:250303770" "TMS14F1233P0001:250303388"
[4795] "TMS14F1245P0014:250303511" "TMS14F1243P0009:250303475"
[4797] "TMS14F1259P0015:250303641" "TMS14F1234P0006:250303403"
[4799] "TMS14F1248P0011:250303570" "TMS13F1053P0011:250303697"
[4801] "TMS14F1228P0001:250303365" "TMS14F1257P0002:250303619"
[4803] "TMS14F1273P0012:250303772" "TMS14F1223P0002:250303325"
[4805] "TMS14F1275P0005:250303790" "TMS13F1024P0002:250303528"
[4807] "TMS14F1236P0005:250303448" "TMS14F1268P0001:250303717"
[4809] "TMS14F1226P0004:250303348" "TMS14F1244P0007:250303494"
[4811] "TMS14F1247P0012:250303523" "TMS14F1223P0009:250303332"
[4813] "TMS14F1223P0011:250303334" "TMS14F1224P0008:250303343"
[4815] "TMS14F1243P0010:250303476" "TMS14F1243P0016:250303482"
[4817] "TMS14F1272P0013:250303753" "TMS14F1260P0008:250303654"
[4819] "TMS14F1223P0007:250303330" "TMS14F1272P0014:250303754"
[4821] "TMS14F1272P0012:250303752" "TMS13F1439P0007:250303399"
[4823] "TMS14F1260P0007:250303653" "TMS14F1273P0008:250303768"
[4825] "TMS14F1227P0003:250303364" "TMS13F1160P0003:250303661"
[4827] "TMS14F1260P0005:250303651" "TMS14F1223P0008:250303331"
[4829] "TMS14F1227P0001:250303362" "TMS14F1268P0002:250303718"
[4831] "TMS14F1239P0005:250303455" "TMS14F1262P0002:250303657"
[4833] "TMS14F1227P0002:250303363" "TMS13F1439P0004:250303398"
[4835] "TMS14F1224P0006:250303341" "TMS14F1226P0003:250303347"
[4837] "TMS14F1262P0003:250303658" "TMS14F1272P0011:250303751"
[4839] "TMS14F1260P0006:250303652" "TMS14F1265P0008:250303715"
[4841] "TMS14F1224P0005:250303340" "TMS14F1273P0011:250303771"
[4843] "TMS14F1226P0002:250303346" "TMS14F1268P0003:250303719"
[4845] "TMS14F1241P0002:250303465" "TMS14F1264P0003:250303704"
[4847] "TMS14F1226P0009:250303353" "TMS14F1269P0002:250303725"
[4849] "TMS14F1243P0015:250303481" "TMS14F1250P0008:250303581"
[4851] "TMS14F1245P0004:250303501" "TMS14F1263P0001:250303700"
[4853] "TMS14F1260P0001:250303647" "TMS14F1243P0006:250303472"
[4855] "TMS14F1270P0005:250303734" "TMS14F1236P0002:250303445"
[4857] "TMS14F1262P0001:250303656" "TMS14F1255P0008:250303600"
[4859] "TMS14F1245P0008:250303505" "TMS14F1228P0011:250303375"
[4861] "TMS14F1248P0012:250303571" "TMS14F1247P0004:250303515"
[4863] "TMS14F1255P0010:250303602" "TMS14F1233P0002:250303389"
[4865] "TMS14F1228P0009:250303373" "TMS14F1243P0002:250303468"
[4867] "TMS14F1265P0005:250303712" "TMS14F1226P0005:250303349"
[4869] "TMS14F1244P0004:250303491" "TMS14F1250P0010:250303583"
[4871] "TMS14F1235P0004:250303408" "TMS14F1247P0010:250303521"
[4873] "TMS14F1275P0001:250303786" "TMS14F1271P0003:250303739"
[4875] "TMS14F1272P0020:250303760" "TMS14F1259P0002:250303628"
[4877] "TMS14F1226P0011:250303355" "TMS14F1250P0004:250303577"
[4879] "TMS14F1269P0006:250303729" "TMS14F1243P0019:250303486"
[4881] "TMS14F1245P0002:250303499" "TMS14F1265P0001:250303708"
[4883] "TMS14F1273P0003:250303763" "TMS14F1228P0005:250303369"
[4885] "TMS14F1273P0016:250303776" "TMS14F1247P0008:250303519"
[4887] "TMS14F1273P0001:250303761" "TMS14F1245P0012:250303509"
[4889] "TMS14F1255P0006:250303598" "TMS13F1007P0001:250303529"
[4891] "TMS14F1257P0004:250303621" "TMS13F1332P0042:250303696"
[4893] "TMS14F1245P0010:250303507" "TMS14F1253P0002:250303588"
[4895] "TMS14F1255P0018:250303610" "TMS14F1226P0013:250303358"
[4897] "TMS14F1255P0016:250303608" "TMS14F1229P0007:250303384"
[4899] "TMS14F1257P0006:250303623" "TMS14F1259P0004:250303630"
[4901] "TMS14F1255P0002:250303594" "TMS14F1248P0004:250303532"
[4903] "TMS14F1272P0001:250303741" "TMS14F1255P0012:250303604"
[4905] "TMS14F1240P0006:250303463" "TMS14F1259P0010:250303636"
[4907] "TMS13F1423P0004:250303530" "TMS13F1120P0001:250303397"
[4909] "TMS14F1248P0002:250303525" "TMS14F1271P0001:250303737"
[4911] "TMS14F1250P0012:250303585" "TMS14F1226P0015:250303360"
[4913] "TMS13F1084P0006:250303698" "TMS14F1255P0014:250303606"
[4915] "TMS14F1259P0006:250303632" "TMS14F1255P0004:250303596"
[4917] "TMS14F1228P0013:250303377" "TMS14F1240P0004:250303461"
[4919] "TMS14F1247P0002:250303513" "TMS14F1270P0001:250303730"
[4921] "TMS14F1224P0003:250303338" "TMS14F1245P0011:250303508"
[4923] "TMS14F1229P0002:250303379" "TMS14F1274P0004:250303784"
[4925] "TMS14F1256P0001:250303614" "TMS14F1261P0001:250303655"
[4927] "TMS14F1226P0007:250303351" "TMS14F1245P0001:250303498"
[4929] "TMS14F1264P0005:250303706" "TMS14F1265P0003:250303710"
[4931] "TMS14F1234P0002:250303394" "TMS14F1257P0007:250303624"
[4933] "TMS14F1270P0003:250303732" "TMS14F1247P0006:250303517"
[4935] "TMS14F1259P0012:250303638" "TMS14F1269P0004:250303727"
[4937] "TMS14F1240P0002:250303459" "TMS14F1234P0003:250303400"
[4939] "TMS14F1272P0007:250303747" "TMS14F1255P0001:250303593"
[4941] "TMS14F1221P0001:250303319" "TMS14F1273P0006:250303766"
[4943] "TMS14F1259P0003:250303629" "TMS14F1225P0001:250303344"
[4945] "TMS14F1268P0006:250303722" "TMS14F1230P0001:250303385"
[4947] "TMS14F1248P0005:250303533" "TMS14F1255P0020:250303613"
[4949] "TMS14F1244P0002:250303489" "TMS14F1275P0002:250303787"
[4951] "TMS14F1245P0009:250303506" "TMS14F1244P0003:250303490"
[4953] "TMS14F1230P0002:250303386" "TMS14F1272P0016:250303756"
[4955] "TMS14F1235P0002:250303406" "TMS13F1079P0005:250303531"
[4957] "TMS14F1273P0015:250303775" "TMS14F1228P0004:250303368"
[4959] "TMS14F1234P0004:250303401" "TMS14F1272P0017:250303757"
[4961] "TMS14F1259P0013:250303639" "TMS14F1247P0007:250303518"
[4963] "TMS14F1255P0019:250303611" "TMS14F1243P0005:250303471"
[4965] "TMS14F1274P0005:250303785" "TMS13F1145P0011:250303663"
[4967] "TMS14F1219P0002:250303314" "TMS14F1264P0004:250303705"
[4969] "TMS14F1243P0014:250303480" "TMS14F1233P0003:250303390"
[4971] "TMS14F1244P0009:250303496" "TMS14F1224P0004:250303339"
[4973] "TMS14F1260P0002:250303648" "TMS14F1229P0003:250303380"
[4975] "TMS14F1269P0003:250303726" "TMS14F1273P0005:250303765"
[4977] "TMS14F1269P0005:250303728" "TMS14F1272P0008:250303748"
[4979] "TMS14F1228P0003:250303367" "TMS14F1275P0003:250303788"
[4981] "TMS14F1226P0006:250303350" "TMS14F1273P0014:250303774"
[4983] "TMS14F1223P0004:250303327" "TMS14F1234P0001:250303393"
[4985] "TMS14F1260P0004:250303650" "TMS14F1256P0002:250303615"
[4987] "TMS14F1265P0004:250303711" "TMS14F1250P0003:250303576"
[4989] "TMS14F1272P0015:250303755" "TMS14F1267P0001:250303716"
[4991] "TMS14F1235P0008:250303443" "TMS14F1229P0001:250303378"
[4993] "TMS14F1224P0002:250303337" "TMS14F1264P0006:250303707"
[4995] "TMS14F1226P0001:250303345" "TMS14F1239P0002:250303452"
[4997] "TMS14F1250P0001:250303574" "TMS14F1268P0005:250303721"
[4999] "TMS14F1250P0002:250303575" "TMS14F1244P0010:250303497"
[5001] "TMS14F1268P0004:250303720" "TMS14F1239P0003:250303453"
[5003] "TMS14F1273P0007:250303767" "TMS14F1223P0005:250303328"
[5005] "TMS14F1259P0020:250303646" "TMS13F1244P0001:250303659"
[5007] "TMS14F1233P0004:250303391" "TMS14F1239P0004:250303454"
[5009] "TMS14F1243P0012:250303478" "TMS14F1259P0019:250303645"
[5011] "TMS14F1243P0013:250303479" "TMS14F1223P0006:250303329"
[5013] "TMS14F1233P0005:250303392" "TMS14F1229P0004:250303381"
[5015] "TMS14F1259P0009:250303635" "TMS14F1245P0013:250303510"
[5017] "TMS14F1257P0001:250303618" "TMS14F1257P0005:250303622"
[5019] "TMS14F1252P0001:250303586" "TMS14F1224P0001:250303336"
[5021] "TMS14F1226P0014:250303359" "TMS13F1060P0027:250303395"
[5023] "TMS14F1223P0012:250303335" "TMS14F1275P0004:250303789"
[5025] "TMS14F1243P0011:250303477" "TMS14F1223P0003:250303326"
[5027] "TMS13F1020P0004:250303699" "TMS14F1256P0003:250303616"
[5029] "TMS14F1228P0002:250303366" "TMS13F1020P0002:250303527"
[5031] "TMS14F1255P0017:250303609" "TMS14F1248P0003:250303526"
[5033] "TMS14F1255P0007:250303599" "TMS14F1235P0003:250303407"
[5035] "TMS14F1273P0017:250303777" "TMS14F1244P0005:250303492"
[5037] "TMS14F1235P0007:250303442" "TMS13F1095P0009:250303695"
[5039] "TMS14F1259P0001:250303627" "TMS14F1239P0001:250303451"
[5041] "TMS14F1272P0006:250303746" "TMS14F1231P0001:250303387"
[5043] "TMS14F1272P0002:250303742" "TMS14F1222P0001:250303320"
[5045] "TMS14F1265P0002:250303709" "TMS14F1273P0004:250303764"
[5047] "TMS14F1237P0001:250303449" "TMS14F1243P0018:250303485"
[5049] "TMS14F1250P0005:250303578" "TMS14F1248P0007:250303535"
[5051] "TMS14F1228P0006:250303370" "TMS14F1234P0005:250303402"
[5053] "TMS14F1274P0002:250303782" "TMS14F1226P0010:250303354"
[5055] "TMS14F1245P0003:250303500" "TMS14F1270P0006:250303735"
[5057] "TMS14F1272P0019:250303759" "TMS14F1250P0007:250303580"
[5059] "TMS14F1264P0002:250303703" "TMS14F1241P0001:250303464"
[5061] "TMS14F1247P0005:250303516" "TMS14F1245P0007:250303504"
[5063] "TMS14F1220P0003:250303318" "TMS14F1228P0010:250303374"
[5065] "TMS14F1259P0011:250303637" "TMS14F1235P0001:250303405"
[5067] "TMS14F1255P0009:250303601" "TMS14F1270P0004:250303733"
[5069] "TMS14F1263P0002:250303701" "TMS14F1250P0009:250303582"
[5071] "TMS14F1240P0001:250303458" "TMS14F1271P0002:250303738"
[5073] "TMS14F1255P0013:250303605" "TMS14F1255P0011:250303603"
[5075] "TMS14F1240P0005:250303462" "TMS14F1243P0001:250303467"
[5077] "TMS14F1247P0003:250303514" "TMS14F1255P0015:250303607"
[5079] "TMS14F1228P0012:250303376" "TMS14F1248P0001:250303524"
[5081] "TMS14F1259P0005:250303631" "TMS14F1240P0003:250303460"
[5083] "TMS14F1255P0003:250303595" "TMS14F1270P0002:250303731"
[5085] "TMS13F1153P0007:250303396" "TMS14F1245P0005:250303502"
[5087] "TMS14F1249P0001:250303572" "TMS14F1226P0016:250303361"
[5089] "TMS14F1242P0001:250303466" "2013_0053_16:250162224"
[5091] "2013_0009_29:250162122" "2013_0002_3:250162044"
[5093] "2013_10063_2:250251354" "2013_0017_8:250162307"
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[8513] "TMS15F1163P0001:250518973" "TMS15F1320P0004:250476742"
[8515] "TMS15F1153P0031:250518926" "TMS15F1154P0008:250518938"
[8517] "TMS15F1160P0007:250518968" "TMS15F1171P0005:250518981"
[8519] "TMS15F1160P0008:250518969" "TMS15F1153P0036:250518928"
[8521] "TMS15F1164P0001:250518975" "TMS15F1286P0010:250476674"
[8523] "TMS15F1279P0006:250476669" "TMS15F1305P0015:250476696"
[8525] "TMS15F1312P0001:250476707" "TMS15F1286P0009:250476673"
[8527] "TMS15F1172P0003:250518982" "TMS15F1173P0001:250518991"
[8529] "TMS15F1305P0025:250476701" "TMS15F1318P0016:250476730"
[8531] "TMS15F1171P0004:250518980" "TMS15F1160P0009:250518970"
[8533] "TMS15F1318P0027:250476736" "TMS15F1316P0014:250476719"
[8535] "TMS15F1295P0017:250476686" "TMS15F1172P0005:250518983"
[8537] "TMS15F1160P0006:250518967" "TMS15F1172P0009:250518986"
[8539] "TMS15F1156P0007:250518950" "TMS15F1152P0015:250518906"
[8541] "TMS15F1160P0002:250518964" "TMS15F1351P0006:250476756"
[8543] "TMS15F1295P0013:250476685" "TMS15F1153P0027:250518923"
[8545] "TMS15F1290P0010:250476679" "TMS15F1154P0019:250518943"
[8547] "TMS15F1316P0008:250476715" "TMS15F1158P0007:250518959"
[8549] "TMS15F1341P0002:250476752" "TMS15F1153P0015:250518914"
[8551] "TMS15F1172P0011:250518988" "TMS15F1316P0004:250476712"
[8553] "TMS15F1172P0013:250518990" "TMS15F1318P0033:250476738"
[8555] "TMS15F1317P0008:250476724" "TMS15F1153P0017:250518916"
[8557] "TMS15F1316P0002:250476711" "TMS15F1152P0017:250518908"
[8559] "TMS15F1324P0008:250476747" "TMS15F1315P0008:250476710"
[8561] "TMS15F1305P0002:250476694" "TMS15F1316P0006:250476713"
[8563] "TMS15F1318P0031:250476737" "TMS15F1317P0004:250476721"
[8565] "TMS15F1153P0021:250518920" "TMS15F1153P0019:250518918"
[8567] "TMS15F1324P0002:250476744" "TMS15F1280P0001:250476670"
[8569] "TMS15F1156P0011:250518953" "TMS15F1316P0007:250476714"
[8571] "TMS15F1352P0002:250476761" "TMS15F1302P0024:250476692"
[8573] "TMS15F1329P0001:250476749" "TMS15F1350P0005:250476754"
[8575] "TMS15F1301P0001:250476690" "TMS15F1153P0016:250518915"
[8577] "TMS15F1171P0001:250518978" "TMS15F1318P0021:250476733"
[8579] "TMS15F1172P0006:250518984" "TMS15F1351P0004:250476748"
[8581] "TMS15F1162P0001:250518972" "TMS15F1294P0001:250476680"
[8583] "TMS15F1153P0042:250518931" "TMS15F1157P0007:250518957"
[8585] "TMS15F1156P0010:250518952" "TMS15F1314P0002:250476709"
[8587] "TMS15F1171P0002:250518979" "TMS15F1289P0001:250476675"
[8589] "TMS15F1305P0027:250476702" "TMS15F1318P0019:250476732"
[8591] "TMS15F1173P0004:250518993" "TMS15F1357P0002:250476764"
[8593] "TMS15F1318P0013:250476728" "TMS15F1318P0014:250476729"
[8595] "TMS15F1351P0011:250476758" "TMS15F1165P0003:250518976"
[8597] "TMS15F1357P0001:250476763" "TMS15F1305P0018:250476697"
[8599] "TMS15F1351P0012:250476759" "TMS15F1152P0009:250518903"
[8601] "TMS15F1154P0004:250518935" "TMS15F1286P0007:250476672"
[8603] "TMS15F1153P0035:250518927" "TMS15F1154P0006:250518937"
[8605] "TMS15F1156P0003:250518946" "TMS15F1310P0004:250476706"
[8607] "TMS15F1154P0005:250518936" "TMS15F1320P0001:250476740"
[8609] "TMS15F1295P0006:250476681" "TMS15F1153P0006:250518911"
[8611] "TMS15F1157P0001:250518955" "TMS15F1351P0009:250476757"
[8613] "TMS15F1290P0009:250476678" "TMS15F1316P0009:250476716"
[8615] "TMS15F1320P0003:250476741" "TMS15F1152P0002:250518898"
[8617] "TMS15F1156P0004:250518947" "TMS15F1340P0001:250476751"
[8619] "TMS15F1318P0018:250476731" "TMS15F1290P0005:250476677"
[8621] "TMS15F1309P0001:250476705" "TMS15F1317P0007:250476723"
[8623] "TMS15F1159P0002:250518961" "TMS15F1172P0008:250518985"
[8625] "TMS15F1301P0003:250476691" "TMS15F1153P0039:250518930"
[8627] "TMS15F1154P0012:250518941" "TMS15F1160P0005:250518966"
[8629] "TMS15F1318P0011:250476727" "TMS15F1152P0016:250518907"
[8631] "TMS15F1153P0026:250518922" "TMS15F1318P0009:250476726"
[8633] "TMS15F1157P0006:250518956" "TMS15F1172P0010:250518987"
[8635] "TMS15F1156P0008:250518951" "TMS15F1319P0001:250476739"
[8637] "TMS15F1153P0020:250518919" "TMS15F1153P0024:250518921"
[8639] "TMS15F1285P0001:250476671" "TMS15F1324P0003:250476745"
[8641] "TMS15F1461P0032:250518910" "TMS15F1350P0001:250476753"
[8643] "TMS15F1318P0005:250476725" "TMS15F1317P0003:250476720"
[8645] "TMS15F1290P0001:250476676" "TMS15F1317P0005:250476722"
[8647] "TMS15F1153P0018:250518917" "TMS15F1154P0020:250518944"
[8649] "2013_0198_7:250169112" "2013_0194_15:250169087"
[8651] "2013_0195_12:250169102" "2013_0195_2:250169092"
[8653] "2013_0195_9:250169099" "2013_0202_4:250169119"
[8655] "2013_0045_19:250169030" "2013_0047_11:250169043"
[8657] "2013_0045_20:250169032" "2013_0176_6:250169068"
[8659] "2013_0176_5:250169067" "2013_0045_18:250169029"
[8661] "2013_0047_7:250169039" "2013_0194_5:250169077"
[8663] "2013_0050_10:250169058" "2013_0194_4:250169076"
[8665] "2013_0047_6:250169038" "2013_0050_6:250169054"
[8667] "2013_0050_5:250169053" "2013_0047_4:250169036"
[8669] "2013_0047_5:250169037" "2013_0050_7:250169055"
[8671] "2013_0194_13:250169085" "2013_0194_17:250169089"
[8673] "2013_0176_8:250169070" "2013_0202_2:250169117"
[8675] "2013_0050_11:250169059" "2013_0194_7:250169079"
[8677] "2013_0047_13:250169045" "2013_0198_6:250169111"
[8679] "2013_0195_13:250169103" "2013_0198_8:250169113"
[8681] "2013_0195_6:250169096" "2013_0195_4:250169094"
[8683] "2013_0202_6:250169121" "2013_0198_3:250169108"
[8685] "2013_0050_2:250169050" "2013_0047_15:250169047"
[8687] "2013_0047_2:250169034" "2013_0194_11:250169083"
[8689] "2013_0176_2:250169064" "2013_0047_9:250169041"
[8691] "2013_0194_18:250169090" "2013_0050_12:250169060"
[8693] "2013_0194_9:250169081" "2013_0045_15:250169026"
[8695] "2013_0050_13:250169061" "2013_0202_1:250169116"
[8697] "2013_0050_1:250169049" "2013_0045_16:250169027"
[8699] "2013_0198_4:250169109" "2013_0047_16:250169048"
[8701] "2013_0195_15:250169105" "2013_0047_1:250169033"
[8703] "2013_0050_3:250169051" "2013_0047_3:250169035"
[8705] "2013_0198_2:250169107" "2013_0047_8:250169040"
[8707] "2013_0050_8:250169056" "2013_0176_9:250169071"
[8709] "2013_0050_9:250169057" "2013_0194_3:250169075"
[8711] "2013_0194_1:250169073" "2013_0194_2:250169074"
[8713] "2013_0045_17:250169028" "2013_0198_5:250169110"
[8715] "2013_0198_1:250169106" "2013_0198_9:250169114"
[8717] "2013_0050_4:250169052" "2013_0176_7:250169069"
[8719] "2013_0202_3:250169118" "2013_0050_14:250169062"
[8721] "2013_0047_14:250169046" "2013_0198_10:250169115"
[8723] "2013_0195_14:250169104" "2013_0194_8:250169080"
[8725] "2013_0194_12:250169084" "2013_0176_1:250169063"
[8727] "2013_0195_1:250169091" "2013_0194_10:250169082"
[8729] "2013_0047_12:250169044" "2013_0176_3:250169065"
[8731] "2013_0194_16:250169088" "2013_0202_5:250169120"
[8733] "2013_0195_3:250169093" "2013_0195_7:250169097"
[8735] "2013_0195_5:250169095" "2013_0047_10:250169042"
[8737] "2013_0195_10:250169100" "2013_0194_14:250169086"
[8739] "2013_0176_10:250169072" "TMS15F1071P0046:250521104"
[8741] "TMS15F1071P0055:250521112" "TMS15F1072P0010:250521116"
[8743] "TMS15F1071P0027:250521095" "TMS15F1009P0004:250521070"
[8745] "TMS15F1010P0003:250521071" "TMS15F1072P0009:250521115"
[8747] "TMS15F1079P0004:250521132" "TMS15F1081P0002:250521141"
[8749] "TMS15F1071P0036:250521097" "TMS15F1037P0004:250521081"
[8751] "TMS15F1020P0010:250521077" "TMS15F1071P0045:250521103"
[8753] "TMS15F1071P0047:250521105" "TMS15F1005P0004:250521068"
[8755] "TMS15F1071P0037:250521098" "TMS15F1053P0007:250521083"
[8757] "TMS15F1072P0017:250521119" "TMS15F1004P0006:250521064"
[8759] "TMS15F1072P0011:250521117" "TMS15F1093P0006:250521149"
[8761] "TMS15F1011P0003:250521072" "TMS15F1005P0003:250521067"
[8763] "TMS14F1196P0001:250521058" "TMS15F1080P0014:250521140"
[8765] "TMS15F1082P0002:250521145" "TMS15F1071P0025:250521094"
[8767] "TMS15F1071P0039:250521100" "TMS15F1095P0003:250521151"
[8769] "TMS15F1075P0009:250521124" "TMS15F1022P0008:250521079"
[8771] "TMS15F1093P0007:250521150" "TMS15F1089P0001:250521146"
[8773] "TMS15F1077P0023:250521128" "TMS15F1060P0006:250521084"
[8775] "TMS15F1020P0008:250521076" "TMS15F1081P0004:250521143"
[8777] "TMS15F1071P0038:250521099" "TMS15F1075P0002:250521123"
[8779] "TMS15F1071P0048:250521106" "TMS15F1071P0050:250521108"
[8781] "TMS15F1069P0003:250521085" "TMS15F1071P0052:250521110"
[8783] "TMS15F1079P0009:250521133" "TMS15F1071P0017:250521089"
[8785] "TMS15F1071P0015:250521088" "TMS15F1077P0019:250521126"
[8787] "TMS15F1069P0007:250521086" "TMS15F1071P0021:250521091"
[8789] "TMS15F1071P0019:250521090" "TMS15F1072P0027:250521121"
[8791] "TMS14F1174P0011:250521059" "TMS15F1003P0003:250521061"
[8793] "TMS15F1071P0032:250521096" "TMS14F1176P0006:250521060"
[8795] "TMS15F1077P0022:250521127" "TMS15F1027P0001:250521080"
[8797] "TMS15F1071P0023:250521093" "TMS15F1081P0006:250521144"
[8799] "TMS15F1077P0013:250521125" "TMS15F1079P0010:250521134"
[8801] "TMS15F1071P0051:250521109" "TMS15F1071P0049:250521107"
[8803] "TMS15F1009P0001:250521069" "TMS15F1095P0004:250521152"
[8805] "TMS15F1003P0004:250521062" "TMS15F1011P0006:250521074"
[8807] "TMS15F1080P0008:250521136" "TMS14F1196P0005:250521057"
[8809] "TMS15F1071P0041:250521101" "TMS15F1077P0031:250521130"
[8811] "TMS15F1071P0006:250521087" "TMS15F1071P0042:250521102"
[8813] "TMS15F1011P0005:250521073" "TMS15F1004P0007:250521065"
[8815] "TMS15F1080P0009:250521137" "TMS15F1071P0053:250521111"
[8817] "TMS15F1080P0011:250521138" "TMS15F1020P0007:250521075"
[8819] "TMS15F1044P0005:250521082" "TMS15F1022P0007:250521078"
[8821] "TMS15F1071P0022:250521092" "TMS15F1092P0020:250521147"
[8823] "TMS15F1092P0022:250521148" "TMS15F1071P0057:250521113"
[8825] "TMS15F1004P0017:250521066" "TMS15F1473P0016:250482597"
[8827] "TMS15F1473P0007:250482588" "TMS15F1472P0071:250482576"
[8829] "TMS15F1472P0010:250482515" "TMS15F1472P0035:250482539"
[8831] "TMS15F1472P0044:250482548" "TMS15F1472P0008:250482513"
[8833] "TMS15F1472P0053:250482558" "TMS15F1472P0026:250482531"
[8835] "TMS15F1472P0009:250482514" "TMS15F1472P0054:250482559"
[8837] "TMS15F1472P0072:250482577" "TMS15F1472P0070:250482575"
[8839] "TMS15F1473P0017:250482598" "TMS15F1473P0025:250482606"
[8841] "TMS15F1472P0052:250482557" "TMS15F1473P0015:250482596"
[8843] "TMS15F1472P0043:250482547" "TMS15F1472P0069:250482512"
[8845] "TMS15F1472P0016:250482521" "TMS15F1472P0020:250482525"
[8847] "TMS15F1472P0045:250482549" "TMS15F1472P0018:250482523"
[8849] "TMS15F1472P0046:250482551" "TMS15F1472P0017:250482522"
[8851] "TMS15F1472P0037:250482541" "TMS15F1473P0014:250482595"
[8853] "TMS15F1472P0019:250482524" "TMS15F1473P0024:250482605"
[8855] "TMS15F1473P0010:250482591" "TMS15F1472P0064:250482569"
[8857] "TMS15F1473P0020:250482601" "TMS15F1472P0012:250482517"
[8859] "TMS15F1472P0068:250482573" "TMS15F1472P0025:250482530"
[8861] "TMS15F1473P0008:250482589" "TMS15F1472P0056:250482561"
[8863] "TMS15F1472P0029:250482534" "TMS15F1473P0006:250482587"
[8865] "TMS15F1472P0058:250482563" "TMS15F1472P0027:250482532"
[8867] "TMS15F1473P0002:250482583" "TMS15F1472P0031:250482550"
[8869] "TMS15F1473P0004:250482585" "TMS15F1472P0060:250482565"
[8871] "TMS15F1472P0062:250482567" "TMS15F1472P0033:250482537"
[8873] "TMS15F1472P0039:250482543" "TMS15F1472P0048:250482553"
[8875] "TMS15F1472P0057:250482562" "TMS15F1472P0066:250482571"
[8877] "TMS15F1473P0003:250482584" "TMS15F1472P0040:250482544"
[8879] "TMS15F1472P0014:250482519" "TMS15F1473P0022:250482603"
[8881] "TMS15F1472P0023:250482528" "TMS15F1472P0041:250482545"
[8883] "TMS15F1473P0023:250482604" "TMS15F1472P0013:250482518"
[8885] "TMS15F1473P0013:250482594" "TMS15F1473P0012:250482593"
[8887] "TMS15F1472P0074:250482579" "TMS15F1472P0047:250482552"
[8889] "TMS15F1472P0076:250482581" "TMS15F1472P0050:250482555"
[8891] "TMS15F1472P0022:250482527" "TMS15F1472P0049:250482554"
[8893] "TMS15F1472P0015:250482520" "TMS15F1472P0021:250482526"
[8895] "TMS15F1473P0018:250482599" "TMS15F1472P0075:250482580"
[8897] "TMS15F1472P0073:250482578" "TMS15F1473P0009:250482590"
[8899] "TMS15F1473P0019:250482600" "TMS15F1472P0055:250482560"
[8901] "TMS15F1472P0030:250482535" "TMS15F1472P0051:250482556"
[8903] "TMS15F1472P0028:250482533" "TMS15F1473P0001:250482582"
[8905] "TMS15F1472P0024:250482529" "TMS15F1473P0021:250482602"
[8907] "TMS15F1472P0042:250482546" "TMS15F1473P0011:250482592"
[8909] "TMS15F1472P0011:250482516" "TMS15F1472P0067:250482572"
[8911] "TMS15F1472P0038:250482542" "TMS15F1472P0065:250482570"
[8913] "TMS15F1472P0063:250482568" "TMS15F1472P0036:250482540"
[8915] "TMS15F1472P0007:250482511" "TMS15F1472P0032:250482536"
[8917] "TMS15F1472P0034:250482538" "TMS15F1472P0059:250482564"
[8919] "TMS15F1473P0005:250482586" "TMS15F1472P0061:250482566"
[8921] "TMS15F1208P0003:250476376" "TMS15F1177P0022:250476306"
[8923] "TMS15F1199P0006:250476362" "TMS15F1179P0035:250476328"
[8925] "TMS15F1179P0053:250476340" "TMS15F1197P0011:250476351"
[8927] "TMS15F1198P0017:250476360" "TMS15F1179P0010:250476310"
[8929] "TMS15F1177P0013:250476300" "TMS15F1197P0020:250476356"
[8931] "TMS15F1179P0017:250476317" "TMS15F1179P0018:250476318"
[8933] "TMS15F1179P0008:250476365" "TMS15F1177P0023:250476307"
[8935] "TMS15F1208P0004:250476377" "TMS15F1208P0002:250476375"
[8937] "TMS15F1174P0002:250476291" "TMS15F1197P0019:250476355"
[8939] "TMS15F1178P0003:250476308" "TMS15F1179P0025:250476323"
[8941] "TMS15F1179P0046:250476335" "TMS15F1177P0015:250476301"
[8943] "TMS15F1177P0005:250476295" "TMS15F1208P0005:250476378"
[8945] "TMS15F1180P0002:250476341" "TMS15F1177P0019:250476303"
[8947] "TMS15F1175P0001:250476293" "TMS15F1198P0011:250476359"
[8949] "TMS15F1174P0003:250476292" "TMS15F1179P0021:250476320"
[8951] "TMS15F1199P0013:250476368" "TMS15F1208P0009:250476381"
[8953] "TMS15F1205P0002:250476373" "TMS15F1208P0011:250476383"
[8955] "TMS15F1173P0009:250476290" "TMS15F1179P0038:250476331"
[8957] "TMS15F1177P0011:250476299" "TMS15F1199P0009:250476366"
[8959] "TMS15F1199P0007:250476363" "TMS15F1177P0021:250476305"
[8961] "TMS15F1179P0036:250476329" "TMS15F1179P0015:250476315"
[8963] "TMS15F1179P0013:250476313" "TMS15F1179P0011:250476311"
[8965] "TMS15F1197P0009:250476349" "TMS15F1177P0007:250476296"
[8967] "TMS15F1200P0004:250476369" "TMS15F1179P0042:250476332"
[8969] "TMS15F1197P0007:250476347" "TMS15F1199P0005:250476361"
[8971] "TMS15F1179P0048:250476336" "TMS15F1193P0014:250476346"
[8973] "TMS15F1177P0017:250476302" "TMS15F1208P0007:250476380"
[8975] "TMS15F1179P0022:250476321" "TMS15F1179P0032:250476326"
[8977] "TMS15F1197P0014:250476352" "TMS15F1173P0007:250476289"
[8979] "TMS15F1197P0015:250476353" "TMS15F1173P0005:250476288"
[8981] "TMS15F1179P0050:250476338" "TMS15F1179P0049:250476337"
[8983] "TMS15F1201P0019:250476370" "TMS15F1208P0006:250476379"
[8985] "TMS15F1179P0029:250476324" "TMS15F1179P0023:250476322"
[8987] "TMS15F1179P0030:250476325" "TMS15F1197P0025:250476358"
[8989] "TMS15F1186P0001:250476342" "TMS15F1197P0023:250476357"
[8991] "TMS15F1186P0002:250476343" "TMS15F1179P0037:250476330"
[8993] "TMS15F1177P0010:250476298" "TMS15F1208P0010:250476382"
[8995] "TMS15F1177P0020:250476304" "TMS15F1193P0012:250476345"
[8997] "TMS15F1179P0051:250476339" "TMS15F1204P0001:250476371"
[8999] "TMS15F1191P0003:250476344" "TMS15F1199P0008:250476364"
[9001] "TMS15F1205P0003:250476374" "TMS15F1204P0005:250476372"
[9003] "TMS15F1197P0016:250476354" "TMS15F1179P0020:250476319"
[9005] "TMS15F1179P0033:250476327" "TMS15F1197P0010:250476350"
[9007] "TMS15F1179P0045:250476334" "TMS15F1177P0008:250476297"
[9009] "TMS15F1179P0043:250476333" "TMS15F1179P0016:250476316"
[9011] "TMS15F1199P0010:250476367" "TMS15F1179P0014:250476314"
[9013] "TMS15F1179P0012:250476312" "TMS15F1197P0008:250476348" # print(paste0(sum(germNamesWithDArT$OrigKeyFile == "DArTseqLD")," germNames with DArT-only genos"))
# first, filter to just program-DNAorigin matches
germNamesWithGenos<-dbdata %>%
select(programName,germplasmName) %>%
distinct %>%
left_join(gbs2phenoMaster) %>%
filter(!is.na(FullSampleName))Joining with `by = join_by(germplasmName)`print(paste0(nrow(germNamesWithGenos)," germNames with GBS genos"))[1] "9372 germNames with GBS genos"# program-germNames with locally sourced GBS samples
germNamesWithGenos_HasLocalSourcedGBS<-germNamesWithGenos %>%
filter(programName==OriginOfSample) %>%
select(programName,germplasmName) %>%
semi_join(germNamesWithGenos,.) %>%
group_by(programName,germplasmName) %>% # select one DNA per germplasmName per program
slice(1) %>% ungroup() Joining with `by = join_by(programName, germplasmName)`print(paste0(nrow(germNamesWithGenos_HasLocalSourcedGBS)," germNames with local GBS genos"))[1] "8258 germNames with local GBS genos"# the rest (program-germNames) with GBS but coming from a different breeding program
germNamesWithGenos_NoLocalSourcedGBS<-germNamesWithGenos %>%
filter(programName==OriginOfSample) %>%
select(programName,germplasmName) %>%
anti_join(germNamesWithGenos,.) %>%
# select one DNA per germplasmName per program
group_by(programName,germplasmName) %>%
slice(1) %>% ungroup() Joining with `by = join_by(programName, germplasmName)`print(paste0(nrow(germNamesWithGenos_NoLocalSourcedGBS)," germNames without local GBS genos"))[1] "197 germNames without local GBS genos"genosForPhenos<-bind_rows(germNamesWithGenos_HasLocalSourcedGBS,
germNamesWithGenos_NoLocalSourcedGBS) %>%
bind_rows(germNamesWithDArT)Check for new germplasm “TMS20” and match DArT names to germplasmName.
Prasad helped me download an assisting file from the DB: 16 plates information from folder 2021_GS Go to to the folder https://cassavabase.org/folder/8885 Click on Download Genotyping plate layouts then selected Download intertek formatted file In the DArTseqLD-to-VCF conversion step I see that the DArT system changes “.” to “_” so I will to in order to match
genosForPhenos %<>%
bind_rows(readxl::read_xls(here::here("data",
"DatabaseDownload_2021Aug088885_genotyping_plate_layouts.xls")) %>%
select(`Sample ID`) %>%
separate(`Sample ID`,c("FullSampleName","germplasmName"),"\\|\\|\\|") %>%
mutate(FullSampleName=gsub("\\.","_",FullSampleName),
OrigKeyFile="DArTseqLD",
OriginOfSample="IITA",
programName="IITA")) %>%
bind_rows(readxl::read_xls(here::here("data",
"DatabaseDownload_2022Aug2410415_genotyping_plate_layouts.xls")) %>%
select(`Sample ID`) %>%
separate(`Sample ID`,c("FullSampleName","germplasmName"),"\\|\\|\\|") %>%
mutate(FullSampleName=gsub("\\.","_",FullSampleName),
OrigKeyFile="DArTseqLD",
OriginOfSample="IITA",
programName="IITA"))
print(paste0(nrow(genosForPhenos)," total germNames with genos either GBS or DArT"))[1] "36437 total germNames with genos either GBS or DArT"dbdata %<>%
left_join(genosForPhenos) Joining with `by = join_by(programName, germplasmName)`Warning in left_join(., genosForPhenos): Detected an unexpected many-to-many relationship between `x` and `y`.
ℹ Row 1 of `x` matches multiple rows in `y`.
ℹ Row 444 of `y` matches multiple rows in `x`.
ℹ If a many-to-many relationship is expected, set `relationship =
"many-to-many"` to silence this warning.# Create a new identifier, GID
## Equals the value SNP data name (FullSampleName)
## else germplasmName if no SNP data
dbdata %<>%
mutate(GID=ifelse(is.na(FullSampleName),germplasmName,FullSampleName))WARNING: User input required! If I had preselected locations before downloading, this wouldn’t have been necessary.
Based on previous locations used for IITA analysis, but adding based on list of locations used in IYR’s trial list data/2019_GS_PhenoUpload.csv: “Ago-Owu” wasn’t used last year.
dbdata %<>%
filter(locationName %in% c("Abuja","Ago-Owu","Ibadan","Ikenne","Ilorin","Jos","Kano",
"Malam Madori","Mokwa","Ubiaja","Umudike","Warri","Zaria"))
nrow(dbdata)[1] 852586saveRDS(dbdata,file=here::here("output","IITA_CleanedTrialData_2022Aug24.rds"))The next step is to check the experimental design of each trial. If you are absolutely certain of the usage of the design variables in your dataset, you might not need this step.
Examples of reasons to do the step below:
One reason it might be important to get this right is that the variance among complete blocks might not be the same among incomplete blocks. If we treat a mixture of complete and incomplete blocks as part of the same random-effect (replicated-within-trial), we assume they have the same variance.
Also error variances might be heterogeneous among different trial-types (blocking scheme available) and/or plot sizes (maxNOHAV).
Start with cleaned data from previous step.
rm(list=ls()); gc() used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)
Ncells 2192691 117.2 6501108 347.2 NA 6501108 347.2
Vcells 192583129 1469.3 623336820 4755.7 16384 777135675 5929.1dbdata<-readRDS(here::here("output","IITA_CleanedTrialData_2022Aug24.rds"))
dbdata %>% head %>% rmarkdown::paged_table()Detect designs
dbdata<-detectExptDesigns(dbdata)
dbdata %>%
count(programName,CompleteBlocks,IncompleteBlocks) %>% rmarkdown::paged_table()saveRDS(dbdata,file=here::here("output","IITA_ExptDesignsDetected_2022Aug24.rds"))
sessionInfo()R version 4.2.2 (2022-10-31)
Platform: aarch64-apple-darwin20 (64-bit)
Running under: macOS Ventura 13.4.1
Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/lib/libRlapack.dylib
locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] data.table_1.14.8 genomicMateSelectR_0.2.0 magrittr_2.0.3
[4] lubridate_1.9.2 forcats_1.0.0 stringr_1.5.0
[7] dplyr_1.1.2 purrr_1.0.1 readr_2.1.4
[10] tidyr_1.3.0 tibble_3.2.1 ggplot2_3.4.2
[13] tidyverse_2.0.0
loaded via a namespace (and not attached):
[1] tidyselect_1.2.0 xfun_0.39 bslib_0.4.2 colorspace_2.1-0
[5] vctrs_0.6.3 generics_0.1.3 htmltools_0.5.5 yaml_2.3.7
[9] utf8_1.2.3 rlang_1.1.1 jquerylib_0.1.4 later_1.3.1
[13] pillar_1.9.0 glue_1.6.2 withr_2.5.0 readxl_1.4.2
[17] lifecycle_1.0.3 cellranger_1.1.0 munsell_0.5.0 gtable_0.3.3
[21] workflowr_1.7.0 evaluate_0.21 knitr_1.42 tzdb_0.3.0
[25] fastmap_1.1.1 httpuv_1.6.9 fansi_1.0.4 Rcpp_1.0.11
[29] promises_1.2.0.1 scales_1.2.1 cachem_1.0.8 jsonlite_1.8.7
[33] fs_1.6.2 hms_1.1.3 digest_0.6.33 stringi_1.7.12
[37] rprojroot_2.0.3 grid_4.2.2 here_1.0.1 cli_3.6.1
[41] tools_4.2.2 sass_0.4.5 whisker_0.4.1 pkgconfig_2.0.3
[45] timechange_0.2.0 rmarkdown_2.21 rstudioapi_0.14 R6_2.5.1
[49] git2r_0.32.0 compiler_4.2.2