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Calculate barcodes comprising the Nth percentile for each sample & generate cumulative sum plots

Usage

calcPercentileBarcodes(dgeObject, percentile = 0.95)

Arguments

dgeObject

DGEList object with barcode counts.

percentile

Desired percentile value (decimal). Default = `0.95` (i.e. 95 percent).

Value

Returns a list object containing Nth percentile tables of barcode counts per sample

Examples

data(test.dge)
calcPercentileBarcodes(test.dge, percentile = 0.95)
#> $NumBarcodes
#>    Sample NumBarcodes
#> 1    T0-1         593
#> 2    T0-2         590
#> 3   S10-1           3
#> 4   S10-2           4
#> 5   S11-1          19
#> 6   S11-2          20
#> 7   S12-1          14
#> 8   S12-2          14
#> 9   S13-1          10
#> 10  S13-2          11
#> 11  S14-1           6
#> 12  S14-2           6
#> 13  S15-1           7
#> 14  S15-2           7
#> 15  S16-1          19
#> 16  S16-2          20
#> 17  S17-1           5
#> 18  S17-2           6
#> 19  S18-1          27
#> 20  S18-2          27
#> 21   S1-1          14
#> 22   S1-2          15
#> 23   S2-1          12
#> 24   S2-2          11
#> 25   S3-1          10
#> 26   S3-2          10
#> 27   S4-1          25
#> 28   S4-2          26
#> 29   S5-1          11
#> 30   S5-2          12
#> 31   S6-1           9
#> 32   S6-2          10
#> 33   S7-1          16
#> 34   S7-2          16
#> 35   S8-1          20
#> 36   S8-2          21
#> 37   S9-1          19
#> 38   S9-2          19
#> 
#> $TopBarcodes
#> $TopBarcodes$`T0-1`
#>   [1] "BC_245016" "BC_121651" "BC_420967" "BC_108059" "BC_323670" "BC_9141"  
#>   [7] "BC_331193" "BC_119418" "BC_65104"  "BC_17570"  "BC_35704"  "BC_383329"
#>  [13] "BC_92942"  "BC_24510"  "BC_1396"   "BC_83680"  "BC_55858"  "BC_38589" 
#>  [19] "BC_137495" "BC_69627"  "BC_446739" "BC_171385" "BC_12367"  "BC_280320"
#>  [25] "BC_15782"  "BC_310257" "BC_221975" "BC_313129" "BC_67201"  "BC_3618"  
#>  [31] "BC_107789" "BC_36103"  "BC_2596"   "BC_69641"  "BC_215831" "BC_16618" 
#>  [37] "BC_249402" "BC_141060" "BC_13611"  "BC_22306"  "BC_588849" "BC_43535" 
#>  [43] "BC_16956"  "BC_175651" "BC_294188" "BC_46538"  "BC_344050" "BC_25084" 
#>  [49] "BC_56819"  "BC_206193" "BC_428803" "BC_219379" "BC_400391" "BC_19146" 
#>  [55] "BC_205581" "BC_148563" "BC_114027" "BC_172626" "BC_403084" "BC_62602" 
#>  [61] "BC_224300" "BC_47439"  "BC_18278"  "BC_43128"  "BC_68847"  "BC_111272"
#>  [67] "BC_58978"  "BC_162898" "BC_476380" "BC_262618" "BC_276866" "BC_252374"
#>  [73] "BC_550404" "BC_325065" "BC_202891" "BC_50136"  "BC_255436" "BC_103528"
#>  [79] "BC_425129" "BC_168818" "BC_204266" "BC_176946" "BC_521149" "BC_105387"
#>  [85] "BC_227720" "BC_83707"  "BC_64584"  "BC_21018"  "BC_458543" "BC_11643" 
#>  [91] "BC_175871" "BC_556149" "BC_34617"  "BC_166467" "BC_41692"  "BC_72619" 
#>  [97] "BC_168530" "BC_289383" "BC_2040"   "BC_516753" "BC_24159"  "BC_249161"
#> [103] "BC_345717" "BC_54442"  "BC_236596" "BC_248159" "BC_206263" "BC_376665"
#> [109] "BC_18345"  "BC_114040" "BC_612467" "BC_56338"  "BC_363714" "BC_39281" 
#> [115] "BC_30946"  "BC_32325"  "BC_418545" "BC_103714" "BC_140320" "BC_120596"
#> [121] "BC_503475" "BC_160057" "BC_16754"  "BC_43673"  "BC_173736" "BC_46524" 
#> [127] "BC_142999" "BC_11277"  "BC_67854"  "BC_258799" "BC_13395"  "BC_37062" 
#> [133] "BC_38398"  "BC_105732" "BC_139928" "BC_355420" "BC_40856"  "BC_128266"
#> [139] "BC_321677" "BC_203520" "BC_29284"  "BC_172412" "BC_85441"  "BC_20263" 
#> [145] "BC_118831" "BC_10454"  "BC_5256"   "BC_129519" "BC_11391"  "BC_172238"
#> [151] "BC_43123"  "BC_42178"  "BC_102205" "BC_346124" "BC_389078" "BC_42612" 
#> [157] "BC_93485"  "BC_415373" "BC_3733"   "BC_32680"  "BC_474982" "BC_7405"  
#> [163] "BC_289568" "BC_229995" "BC_79026"  "BC_45955"  "BC_146666" "BC_183401"
#> [169] "BC_356531" "BC_187025" "BC_42310"  "BC_221056" "BC_132225" "BC_235128"
#> [175] "BC_15740"  "BC_160158" "BC_320233" "BC_8835"   "BC_173674" "BC_53234" 
#> [181] "BC_91412"  "BC_135438" "BC_373901" "BC_44599"  "BC_87047"  "BC_350464"
#> [187] "BC_324711" "BC_40516"  "BC_113839" "BC_162119" "BC_33699"  "BC_635211"
#> [193] "BC_346627" "BC_7122"   "BC_806"    "BC_63846"  "BC_283335" "BC_151544"
#> [199] "BC_273124" "BC_227308" "BC_47726"  "BC_102803" "BC_244320" "BC_10347" 
#> [205] "BC_389742" "BC_2865"   "BC_77030"  "BC_65130"  "BC_564039" "BC_519985"
#> [211] "BC_76947"  "BC_4564"   "BC_521485" "BC_495859" "BC_35659"  "BC_14377" 
#> [217] "BC_199881" "BC_147006" "BC_26769"  "BC_100344" "BC_672202" "BC_146146"
#> [223] "BC_320752" "BC_324953" "BC_217211" "BC_67965"  "BC_210529" "BC_189813"
#> [229] "BC_242383" "BC_560839" "BC_228994" "BC_389087" "BC_44600"  "BC_20557" 
#> [235] "BC_10808"  "BC_138900" "BC_81309"  "BC_145719" "BC_58144"  "BC_7299"  
#> [241] "BC_78349"  "BC_102160" "BC_164378" "BC_211828" "BC_336794" "BC_53380" 
#> [247] "BC_14492"  "BC_23241"  "BC_57621"  "BC_11270"  "BC_41523"  "BC_33764" 
#> [253] "BC_12191"  "BC_17608"  "BC_8324"   "BC_183112" "BC_167638" "BC_2206"  
#> [259] "BC_123791" "BC_377226" "BC_195246" "BC_161563" "BC_67233"  "BC_421415"
#> [265] "BC_150291" "BC_408928" "BC_410172" "BC_121663" "BC_201293" "BC_156353"
#> [271] "BC_45652"  "BC_357846" "BC_199093" "BC_214878" "BC_6093"   "BC_214604"
#> [277] "BC_302238" "BC_521264" "BC_672021" "BC_2294"   "BC_587139" "BC_638624"
#> [283] "BC_86358"  "BC_1764"   "BC_366637" "BC_218093" "BC_201372" "BC_19353" 
#> [289] "BC_130431" "BC_22999"  "BC_49044"  "BC_154519" "BC_324042" "BC_37363" 
#> [295] "BC_154990" "BC_350335" "BC_194823" "BC_23522"  "BC_141246" "BC_4531"  
#> [301] "BC_4733"   "BC_654016" "BC_147380" "BC_196282" "BC_52081"  "BC_207651"
#> [307] "BC_380559" "BC_527469" "BC_353112" "BC_426662" "BC_655329" "BC_73098" 
#> [313] "BC_146322" "BC_596629" "BC_64945"  "BC_462254" "BC_261055" "BC_145403"
#> [319] "BC_61489"  "BC_617554" "BC_228018" "BC_249649" "BC_211811" "BC_101581"
#> [325] "BC_43206"  "BC_326596" "BC_514247" "BC_88464"  "BC_203989" "BC_206798"
#> [331] "BC_19610"  "BC_9626"   "BC_116921" "BC_181554" "BC_79755"  "BC_77101" 
#> [337] "BC_55675"  "BC_83816"  "BC_138737" "BC_322542" "BC_318282" "BC_444573"
#> [343] "BC_9340"   "BC_49226"  "BC_57692"  "BC_93884"  "BC_181957" "BC_217320"
#> [349] "BC_296283" "BC_3583"   "BC_11055"  "BC_95934"  "BC_88099"  "BC_35283" 
#> [355] "BC_67374"  "BC_175957" "BC_266451" "BC_283541" "BC_14484"  "BC_14810" 
#> [361] "BC_157906" "BC_354350" "BC_539228" "BC_61500"  "BC_45402"  "BC_234390"
#> [367] "BC_415903" "BC_12418"  "BC_238160" "BC_29208"  "BC_91989"  "BC_92584" 
#> [373] "BC_351660" "BC_381245" "BC_31196"  "BC_47310"  "BC_20573"  "BC_64931" 
#> [379] "BC_2430"   "BC_15448"  "BC_94579"  "BC_171953" "BC_9322"   "BC_587343"
#> [385] "BC_50222"  "BC_53219"  "BC_77187"  "BC_7691"   "BC_225019" "BC_238577"
#> [391] "BC_6304"   "BC_13093"  "BC_154696" "BC_275321" "BC_75688"  "BC_10293" 
#> [397] "BC_13"     "BC_90135"  "BC_357977" "BC_4198"   "BC_147556" "BC_231962"
#> [403] "BC_175198" "BC_144061" "BC_26258"  "BC_114257" "BC_194092" "BC_31779" 
#> [409] "BC_268745" "BC_67247"  "BC_82595"  "BC_103862" "BC_149347" "BC_346761"
#> [415] "BC_473006" "BC_49397"  "BC_302454" "BC_207333" "BC_31185"  "BC_115436"
#> [421] "BC_124624" "BC_491991" "BC_309303" "BC_12410"  "BC_228333" "BC_528062"
#> [427] "BC_363879" "BC_70909"  "BC_563624" "BC_11152"  "BC_446649" "BC_129768"
#> [433] "BC_129559" "BC_169627" "BC_21535"  "BC_516611" "BC_57582"  "BC_159570"
#> [439] "BC_130861" "BC_48168"  "BC_66948"  "BC_257382" "BC_179919" "BC_15707" 
#> [445] "BC_17509"  "BC_444761" "BC_57794"  "BC_147063" "BC_52856"  "BC_14452" 
#> [451] "BC_316483" "BC_186401" "BC_90599"  "BC_245600" "BC_1977"   "BC_99"    
#> [457] "BC_176231" "BC_472019" "BC_292962" "BC_221691" "BC_170233" "BC_182320"
#> [463] "BC_381050" "BC_28938"  "BC_67370"  "BC_110945" "BC_195887" "BC_257523"
#> [469] "BC_2762"   "BC_255928" "BC_355439" "BC_33035"  "BC_125634" "BC_430"   
#> [475] "BC_146760" "BC_164579" "BC_345889" "BC_142112" "BC_515934" "BC_141114"
#> [481] "BC_20281"  "BC_322219" "BC_248582" "BC_1593"   "BC_9747"   "BC_82758" 
#> [487] "BC_329007" "BC_567519" "BC_229036" "BC_50311"  "BC_576338" "BC_189854"
#> [493] "BC_25609"  "BC_56489"  "BC_10190"  "BC_41280"  "BC_370968" "BC_162322"
#> [499] "BC_337697" "BC_6453"   "BC_186267" "BC_222891" "BC_297704" "BC_145103"
#> [505] "BC_81579"  "BC_35633"  "BC_170407" "BC_62970"  "BC_120505" "BC_66747" 
#> [511] "BC_413466" "BC_329679" "BC_454109" "BC_37116"  "BC_389378" "BC_4061"  
#> [517] "BC_163063" "BC_125776" "BC_38465"  "BC_278096" "BC_288976" "BC_171345"
#> [523] "BC_557872" "BC_127999" "BC_259621" "BC_314343" "BC_80020"  "BC_228451"
#> [529] "BC_282868" "BC_182092" "BC_56792"  "BC_143062" "BC_219703" "BC_235649"
#> [535] "BC_131019" "BC_561471" "BC_22981"  "BC_567514" "BC_345175" "BC_345888"
#> [541] "BC_7076"   "BC_220827" "BC_23213"  "BC_73196"  "BC_2142"   "BC_41997" 
#> [547] "BC_147873" "BC_19557"  "BC_29053"  "BC_230643" "BC_28077"  "BC_22263" 
#> [553] "BC_29984"  "BC_215667" "BC_69571"  "BC_8838"   "BC_275938" "BC_413636"
#> [559] "BC_2791"   "BC_26462"  "BC_29222"  "BC_4173"   "BC_89937"  "BC_8159"  
#> [565] "BC_413271" "BC_14131"  "BC_59243"  "BC_190202" "BC_294271" "BC_23918" 
#> [571] "BC_154806" "BC_214774" "BC_26384"  "BC_57471"  "BC_1534"   "BC_451991"
#> [577] "BC_15172"  "BC_109658" "BC_483925" "BC_71820"  "BC_330625" "BC_153858"
#> [583] "BC_319910" "BC_459545" "BC_53645"  "BC_84350"  "BC_427925" "BC_75310" 
#> [589] "BC_5615"   "BC_142652" "BC_50626"  "BC_107381" "BC_8715"  
#> 
#> $TopBarcodes$`T0-2`
#>   [1] "BC_245016" "BC_121651" "BC_420967" "BC_108059" "BC_323670" "BC_9141"  
#>   [7] "BC_331193" "BC_119418" "BC_65104"  "BC_17570"  "BC_35704"  "BC_92942" 
#>  [13] "BC_383329" "BC_83680"  "BC_1396"   "BC_24510"  "BC_55858"  "BC_38589" 
#>  [19] "BC_313129" "BC_446739" "BC_137495" "BC_69627"  "BC_171385" "BC_280320"
#>  [25] "BC_221975" "BC_12367"  "BC_15782"  "BC_3618"   "BC_310257" "BC_107789"
#>  [31] "BC_67201"  "BC_36103"  "BC_215831" "BC_43535"  "BC_2596"   "BC_13611" 
#>  [37] "BC_294188" "BC_588849" "BC_16618"  "BC_69641"  "BC_22306"  "BC_428803"
#>  [43] "BC_403084" "BC_141060" "BC_205581" "BC_249402" "BC_206193" "BC_25084" 
#>  [49] "BC_344050" "BC_400391" "BC_325065" "BC_219379" "BC_46538"  "BC_289383"
#>  [55] "BC_56819"  "BC_43128"  "BC_175651" "BC_18278"  "BC_172626" "BC_19146" 
#>  [61] "BC_47439"  "BC_252374" "BC_58978"  "BC_21018"  "BC_521149" "BC_16956" 
#>  [67] "BC_262618" "BC_50136"  "BC_202891" "BC_148563" "BC_62602"  "BC_458543"
#>  [73] "BC_68847"  "BC_114027" "BC_476380" "BC_276866" "BC_111272" "BC_176946"
#>  [79] "BC_255436" "BC_168818" "BC_550404" "BC_175871" "BC_204266" "BC_64584" 
#>  [85] "BC_425129" "BC_83707"  "BC_162898" "BC_224300" "BC_103528" "BC_34617" 
#>  [91] "BC_72619"  "BC_516753" "BC_105387" "BC_376665" "BC_18345"  "BC_2040"  
#>  [97] "BC_168530" "BC_11643"  "BC_114040" "BC_227720" "BC_556149" "BC_7405"  
#> [103] "BC_249161" "BC_345717" "BC_363714" "BC_248159" "BC_24159"  "BC_236596"
#> [109] "BC_16754"  "BC_206263" "BC_118831" "BC_54442"  "BC_41692"  "BC_503475"
#> [115] "BC_5256"   "BC_11277"  "BC_67854"  "BC_30946"  "BC_43673"  "BC_29284" 
#> [121] "BC_85441"  "BC_160057" "BC_166467" "BC_56338"  "BC_20263"  "BC_258799"
#> [127] "BC_172412" "BC_32325"  "BC_321677" "BC_79026"  "BC_37062"  "BC_120596"
#> [133] "BC_203520" "BC_418545" "BC_135438" "BC_139928" "BC_160158" "BC_635211"
#> [139] "BC_612467" "BC_11391"  "BC_564039" "BC_47726"  "BC_105732" "BC_46524" 
#> [145] "BC_53234"  "BC_103714" "BC_140320" "BC_289568" "BC_415373" "BC_102803"
#> [151] "BC_39281"  "BC_3733"   "BC_172238" "BC_93485"  "BC_13395"  "BC_43123" 
#> [157] "BC_2294"   "BC_146666" "BC_132225" "BC_40516"  "BC_173736" "BC_42612" 
#> [163] "BC_356531" "BC_113839" "BC_519985" "BC_129519" "BC_77030"  "BC_32680" 
#> [169] "BC_183401" "BC_128266" "BC_210529" "BC_161563" "BC_355420" "BC_217211"
#> [175] "BC_324711" "BC_10454"  "BC_91412"  "BC_44599"  "BC_40856"  "BC_8835"  
#> [181] "BC_142999" "BC_173674" "BC_151544" "BC_229995" "BC_346124" "BC_42310" 
#> [187] "BC_102160" "BC_45955"  "BC_15740"  "BC_17608"  "BC_350464" "BC_560839"
#> [193] "BC_389078" "BC_76947"  "BC_33699"  "BC_145719" "BC_42178"  "BC_67233" 
#> [199] "BC_38398"  "BC_7122"   "BC_410172" "BC_65130"  "BC_189813" "BC_8324"  
#> [205] "BC_324953" "BC_521485" "BC_235128" "BC_63846"  "BC_320752" "BC_87047" 
#> [211] "BC_67965"  "BC_102205" "BC_242383" "BC_377226" "BC_389742" "BC_211828"
#> [217] "BC_273124" "BC_23522"  "BC_154990" "BC_320233" "BC_41523"  "BC_183112"
#> [223] "BC_221056" "BC_2865"   "BC_672202" "BC_187025" "BC_326596" "BC_283335"
#> [229] "BC_336794" "BC_44600"  "BC_227308" "BC_156353" "BC_207651" "BC_408928"
#> [235] "BC_495859" "BC_162119" "BC_64931"  "BC_7299"   "BC_53380"  "BC_35659" 
#> [241] "BC_101581" "BC_4733"   "BC_199881" "BC_57621"  "BC_373901" "BC_164378"
#> [247] "BC_147006" "BC_214604" "BC_45652"  "BC_154519" "BC_64945"  "BC_346627"
#> [253] "BC_201293" "BC_366637" "BC_26769"  "BC_474982" "BC_206798" "BC_9340"  
#> [259] "BC_19353"  "BC_95934"  "BC_20557"  "BC_14377"  "BC_6093"   "BC_33764" 
#> [265] "BC_389087" "BC_130861" "BC_157906" "BC_462254" "BC_244320" "BC_1764"  
#> [271] "BC_123791" "BC_37363"  "BC_86358"  "BC_194823" "BC_211811" "BC_53219" 
#> [277] "BC_421415" "BC_100344" "BC_2206"   "BC_78349"  "BC_221691" "BC_116921"
#> [283] "BC_228994" "BC_10347"  "BC_514247" "BC_175198" "BC_266451" "BC_638624"
#> [289] "BC_4531"   "BC_10808"  "BC_88464"  "BC_228018" "BC_196282" "BC_81309" 
#> [295] "BC_167638" "BC_130431" "BC_346761" "BC_77101"  "BC_672021" "BC_446649"
#> [301] "BC_12418"  "BC_22999"  "BC_350335" "BC_14492"  "BC_806"    "BC_141114"
#> [307] "BC_138737" "BC_10293"  "BC_175957" "BC_14810"  "BC_444573" "BC_521264"
#> [313] "BC_147380" "BC_380559" "BC_539228" "BC_162322" "BC_91989"  "BC_145403"
#> [319] "BC_57692"  "BC_61489"  "BC_58144"  "BC_4564"   "BC_77187"  "BC_121663"
#> [325] "BC_73098"  "BC_141246" "BC_195246" "BC_49226"  "BC_171953" "BC_181957"
#> [331] "BC_214878" "BC_182320" "BC_114257" "BC_146146" "BC_6304"   "BC_181554"
#> [337] "BC_13093"  "BC_528062" "BC_587139" "BC_55675"  "BC_23241"  "BC_11270" 
#> [343] "BC_20573"  "BC_29208"  "BC_218093" "BC_654016" "BC_150291" "BC_292962"
#> [349] "BC_217320" "BC_199093" "BC_138900" "BC_225019" "BC_12191"  "BC_354350"
#> [355] "BC_115436" "BC_99"     "BC_93884"  "BC_234390" "BC_527469" "BC_351660"
#> [361] "BC_201372" "BC_3583"   "BC_19610"  "BC_587343" "BC_353112" "BC_15448" 
#> [367] "BC_357977" "BC_2430"   "BC_617554" "BC_11152"  "BC_31779"  "BC_330625"
#> [373] "BC_147556" "BC_88099"  "BC_2791"   "BC_67247"  "BC_110945" "BC_50222" 
#> [379] "BC_147063" "BC_9626"   "BC_1593"   "BC_426662" "BC_413271" "BC_49044" 
#> [385] "BC_4198"   "BC_164652" "BC_125634" "BC_322542" "BC_203989" "BC_67374" 
#> [391] "BC_45402"  "BC_14484"  "BC_195887" "BC_9322"   "BC_415903" "BC_82595" 
#> [397] "BC_329007" "BC_146322" "BC_261055" "BC_90135"  "BC_26258"  "BC_363879"
#> [403] "BC_515934" "BC_11055"  "BC_49397"  "BC_381245" "BC_309303" "BC_12410" 
#> [409] "BC_249649" "BC_318282" "BC_57794"  "BC_67370"  "BC_316483" "BC_31196" 
#> [415] "BC_357846" "BC_9747"   "BC_83816"  "BC_26384"  "BC_52856"  "BC_302454"
#> [421] "BC_50311"  "BC_282868" "BC_61500"  "BC_238577" "BC_47310"  "BC_31185" 
#> [427] "BC_283541" "BC_79755"  "BC_231962" "BC_56489"  "BC_120505" "BC_94579" 
#> [433] "BC_444761" "BC_70909"  "BC_296283" "BC_15652"  "BC_276301" "BC_322219"
#> [439] "BC_169627" "BC_84350"  "BC_596629" "BC_21535"  "BC_52081"  "BC_7691"  
#> [445] "BC_302238" "BC_165975" "BC_14380"  "BC_144061" "BC_129559" "BC_491991"
#> [451] "BC_43206"  "BC_35459"  "BC_228333" "BC_176231" "BC_75688"  "BC_516611"
#> [457] "BC_149347" "BC_220827" "BC_207333" "BC_159570" "BC_288976" "BC_81579" 
#> [463] "BC_44350"  "BC_145103" "BC_35283"  "BC_250471" "BC_97874"  "BC_567519"
#> [469] "BC_454109" "BC_355439" "BC_430"    "BC_57582"  "BC_48168"  "BC_10190" 
#> [475] "BC_19612"  "BC_92584"  "BC_212837" "BC_129768" "BC_345889" "BC_115038"
#> [481] "BC_228451" "BC_451991" "BC_179919" "BC_576338" "BC_655329" "BC_472019"
#> [487] "BC_168163" "BC_35633"  "BC_257382" "BC_535770" "BC_329679" "BC_248582"
#> [493] "BC_62970"  "BC_324042" "BC_18218"  "BC_182092" "BC_142112" "BC_4173"  
#> [499] "BC_100070" "BC_259621" "BC_567514" "BC_103862" "BC_28938"  "BC_325871"
#> [505] "BC_49060"  "BC_275321" "BC_186267" "BC_652798" "BC_1977"   "BC_238160"
#> [511] "BC_189854" "BC_37116"  "BC_255928" "BC_268745" "BC_23918"  "BC_131019"
#> [517] "BC_171345" "BC_278096" "BC_13"     "BC_82758"  "BC_26097"  "BC_65912" 
#> [523] "BC_41280"  "BC_245600" "BC_509872" "BC_15707"  "BC_17509"  "BC_154696"
#> [529] "BC_194092" "BC_28077"  "BC_4165"   "BC_154806" "BC_25609"  "BC_33035" 
#> [535] "BC_1139"   "BC_80020"  "BC_388103" "BC_59243"  "BC_20281"  "BC_57889" 
#> [541] "BC_143062" "BC_218837" "BC_179997" "BC_90599"  "BC_5615"   "BC_23363" 
#> [547] "BC_352645" "BC_292621" "BC_153858" "BC_230643" "BC_297704" "BC_381050"
#> [553] "BC_203210" "BC_8838"   "BC_183115" "BC_257523" "BC_22263"  "BC_56792" 
#> [559] "BC_163063" "BC_184732" "BC_563624" "BC_77131"  "BC_78760"  "BC_370968"
#> [565] "BC_307924" "BC_331889" "BC_389378" "BC_29053"  "BC_23213"  "BC_428204"
#> [571] "BC_500299" "BC_14452"  "BC_124624" "BC_22981"  "BC_98171"  "BC_170233"
#> [577] "BC_38465"  "BC_47704"  "BC_198370" "BC_14131"  "BC_190202" "BC_278655"
#> [583] "BC_6453"   "BC_557872" "BC_31562"  "BC_128748" "BC_29984"  "BC_294176"
#> [589] "BC_127999" "BC_796"   
#> 
#> $TopBarcodes$`S10-1`
#> [1] "BC_8419"   "BC_124796" "BC_102160"
#> 
#> $TopBarcodes$`S10-2`
#> [1] "BC_8419"   "BC_124796" "BC_102160" "BC_68847" 
#> 
#> $TopBarcodes$`S11-1`
#>  [1] "BC_53234"  "BC_205581" "BC_90135"  "BC_172626" "BC_58978"  "BC_79755" 
#>  [7] "BC_159570" "BC_118640" "BC_31610"  "BC_257382" "BC_1607"   "BC_635211"
#> [13] "BC_4531"   "BC_324711" "BC_327422" "BC_297704" "BC_194823" "BC_415460"
#> [19] "BC_140320"
#> 
#> $TopBarcodes$`S11-2`
#>  [1] "BC_53234"  "BC_205581" "BC_90135"  "BC_172626" "BC_58978"  "BC_79755" 
#>  [7] "BC_159570" "BC_635211" "BC_118640" "BC_324711" "BC_31610"  "BC_257382"
#> [13] "BC_4531"   "BC_1607"   "BC_327422" "BC_297704" "BC_194823" "BC_415460"
#> [19] "BC_62602"  "BC_140320"
#> 
#> $TopBarcodes$`S12-1`
#>  [1] "BC_389078" "BC_159570" "BC_135438" "BC_500780" "BC_79755"  "BC_31610" 
#>  [7] "BC_49629"  "BC_78349"  "BC_118640" "BC_47726"  "BC_58978"  "BC_1607"  
#> [13] "BC_245016" "BC_329679"
#> 
#> $TopBarcodes$`S12-2`
#>  [1] "BC_389078" "BC_159570" "BC_135438" "BC_500780" "BC_79755"  "BC_31610" 
#>  [7] "BC_49629"  "BC_118640" "BC_47726"  "BC_78349"  "BC_245016" "BC_58978" 
#> [13] "BC_1607"   "BC_329679"
#> 
#> $TopBarcodes$`S13-1`
#>  [1] "BC_8419"   "BC_124796" "BC_102160" "BC_257382" "BC_172626" "BC_345889"
#>  [7] "BC_53234"  "BC_79755"  "BC_5472"   "BC_205581"
#> 
#> $TopBarcodes$`S13-2`
#>  [1] "BC_8419"   "BC_124796" "BC_102160" "BC_257382" "BC_172626" "BC_345889"
#>  [7] "BC_53234"  "BC_5472"   "BC_79755"  "BC_17608"  "BC_205581"
#> 
#> $TopBarcodes$`S14-1`
#> [1] "BC_90135"  "BC_388103" "BC_31610"  "BC_58978"  "BC_292962" "BC_159570"
#> 
#> $TopBarcodes$`S14-2`
#> [1] "BC_90135"  "BC_388103" "BC_31610"  "BC_58978"  "BC_292962" "BC_159570"
#> 
#> $TopBarcodes$`S15-1`
#> [1] "BC_1478"   "BC_94579"  "BC_124796" "BC_8419"   "BC_316204" "BC_400391"
#> [7] "BC_23241" 
#> 
#> $TopBarcodes$`S15-2`
#> [1] "BC_1478"   "BC_94579"  "BC_124796" "BC_8419"   "BC_316204" "BC_400391"
#> [7] "BC_23241" 
#> 
#> $TopBarcodes$`S16-1`
#>  [1] "BC_53234"  "BC_79755"  "BC_140320" "BC_31610"  "BC_248880" "BC_1478"  
#>  [7] "BC_17608"  "BC_257382" "BC_345889" "BC_94511"  "BC_142112" "BC_142024"
#> [13] "BC_91412"  "BC_58978"  "BC_190202" "BC_4198"   "BC_68847"  "BC_389078"
#> [19] "BC_47726" 
#> 
#> $TopBarcodes$`S16-2`
#>  [1] "BC_53234"  "BC_79755"  "BC_140320" "BC_31610"  "BC_248880" "BC_1478"  
#>  [7] "BC_17608"  "BC_257382" "BC_345889" "BC_94511"  "BC_142112" "BC_142024"
#> [13] "BC_91412"  "BC_58978"  "BC_190202" "BC_68847"  "BC_4198"   "BC_389078"
#> [19] "BC_47726"  "BC_205581"
#> 
#> $TopBarcodes$`S17-1`
#> [1] "BC_183691" "BC_90135"  "BC_400391" "BC_31610"  "BC_68847" 
#> 
#> $TopBarcodes$`S17-2`
#> [1] "BC_183691" "BC_90135"  "BC_400391" "BC_31610"  "BC_68847"  "BC_53234" 
#> 
#> $TopBarcodes$`S18-1`
#>  [1] "BC_49397"  "BC_91412"  "BC_159570" "BC_62602"  "BC_93485"  "BC_70225" 
#>  [7] "BC_79755"  "BC_4564"   "BC_124796" "BC_58978"  "BC_8419"   "BC_149935"
#> [13] "BC_68847"  "BC_90135"  "BC_4173"   "BC_4469"   "BC_172626" "BC_31610" 
#> [19] "BC_383329" "BC_55960"  "BC_62970"  "BC_102160" "BC_244320" "BC_400391"
#> [25] "BC_135438" "BC_203989" "BC_81579" 
#> 
#> $TopBarcodes$`S18-2`
#>  [1] "BC_49397"  "BC_91412"  "BC_159570" "BC_62602"  "BC_70225"  "BC_93485" 
#>  [7] "BC_79755"  "BC_4564"   "BC_124796" "BC_8419"   "BC_58978"  "BC_149935"
#> [13] "BC_68847"  "BC_90135"  "BC_4173"   "BC_4469"   "BC_172626" "BC_31610" 
#> [19] "BC_383329" "BC_55960"  "BC_62970"  "BC_102160" "BC_244320" "BC_400391"
#> [25] "BC_135438" "BC_203989" "BC_133178"
#> 
#> $TopBarcodes$`S1-1`
#>  [1] "BC_79755"  "BC_102160" "BC_59493"  "BC_23361"  "BC_53234"  "BC_400391"
#>  [7] "BC_142112" "BC_94511"  "BC_68847"  "BC_142024" "BC_23241"  "BC_47310" 
#> [13] "BC_9141"   "BC_65104" 
#> 
#> $TopBarcodes$`S1-2`
#>  [1] "BC_79755"  "BC_102160" "BC_59493"  "BC_23361"  "BC_53234"  "BC_142112"
#>  [7] "BC_400391" "BC_94511"  "BC_68847"  "BC_142024" "BC_23241"  "BC_9141"  
#> [13] "BC_47310"  "BC_5472"   "BC_65104" 
#> 
#> $TopBarcodes$`S2-1`
#>  [1] "BC_248880" "BC_65104"  "BC_9141"   "BC_1478"   "BC_31610"  "BC_79755" 
#>  [7] "BC_388103" "BC_257382" "BC_68618"  "BC_102160" "BC_4531"   "BC_90135" 
#> 
#> $TopBarcodes$`S2-2`
#>  [1] "BC_248880" "BC_65104"  "BC_9141"   "BC_1478"   "BC_31610"  "BC_79755" 
#>  [7] "BC_388103" "BC_257382" "BC_68618"  "BC_102160" "BC_4531"  
#> 
#> $TopBarcodes$`S3-1`
#>  [1] "BC_79755"  "BC_142024" "BC_102160" "BC_183691" "BC_59493"  "BC_345889"
#>  [7] "BC_23361"  "BC_70225"  "BC_30946"  "BC_159570"
#> 
#> $TopBarcodes$`S3-2`
#>  [1] "BC_79755"  "BC_142024" "BC_102160" "BC_183691" "BC_59493"  "BC_345889"
#>  [7] "BC_23361"  "BC_70225"  "BC_159570" "BC_30946" 
#> 
#> $TopBarcodes$`S4-1`
#>  [1] "BC_53234"  "BC_58978"  "BC_62602"  "BC_68847"  "BC_140320" "BC_79755" 
#>  [7] "BC_327422" "BC_36103"  "BC_102160" "BC_81579"  "BC_118640" "BC_135438"
#> [13] "BC_205581" "BC_91412"  "BC_4564"   "BC_1607"   "BC_159570" "BC_468335"
#> [19] "BC_560839" "BC_229324" "BC_49397"  "BC_203989" "BC_124796" "BC_8419"  
#> [25] "BC_190202"
#> 
#> $TopBarcodes$`S4-2`
#>  [1] "BC_53234"  "BC_58978"  "BC_62602"  "BC_68847"  "BC_140320" "BC_79755" 
#>  [7] "BC_327422" "BC_36103"  "BC_81579"  "BC_102160" "BC_118640" "BC_135438"
#> [13] "BC_1607"   "BC_205581" "BC_4564"   "BC_91412"  "BC_229324" "BC_560839"
#> [19] "BC_159570" "BC_468335" "BC_49397"  "BC_203989" "BC_124796" "BC_8419"  
#> [25] "BC_190202" "BC_23241" 
#> 
#> $TopBarcodes$`S5-1`
#>  [1] "BC_561471" "BC_118640" "BC_59493"  "BC_1607"   "BC_31610"  "BC_23361" 
#>  [7] "BC_159570" "BC_93485"  "BC_468335" "BC_81579"  "BC_257382"
#> 
#> $TopBarcodes$`S5-2`
#>  [1] "BC_561471" "BC_118640" "BC_59493"  "BC_1607"   "BC_31610"  "BC_23361" 
#>  [7] "BC_159570" "BC_93485"  "BC_81579"  "BC_468335" "BC_257382" "BC_21013" 
#> 
#> $TopBarcodes$`S6-1`
#> [1] "BC_79755"  "BC_8419"   "BC_124796" "BC_4564"   "BC_400391" "BC_31610" 
#> [7] "BC_1478"   "BC_90135"  "BC_388103"
#> 
#> $TopBarcodes$`S6-2`
#>  [1] "BC_79755"  "BC_8419"   "BC_124796" "BC_4564"   "BC_400391" "BC_31610" 
#>  [7] "BC_1478"   "BC_90135"  "BC_54442"  "BC_388103"
#> 
#> $TopBarcodes$`S7-1`
#>  [1] "BC_53234"  "BC_54442"  "BC_142024" "BC_140320" "BC_93485"  "BC_124796"
#>  [7] "BC_23544"  "BC_8419"   "BC_324711" "BC_159570" "BC_58978"  "BC_90135" 
#> [13] "BC_345889" "BC_4564"   "BC_102160" "BC_400391"
#> 
#> $TopBarcodes$`S7-2`
#>  [1] "BC_53234"  "BC_54442"  "BC_142024" "BC_140320" "BC_93485"  "BC_124796"
#>  [7] "BC_23544"  "BC_8419"   "BC_324711" "BC_159570" "BC_58978"  "BC_90135" 
#> [13] "BC_4564"   "BC_345889" "BC_102160" "BC_400391"
#> 
#> $TopBarcodes$`S8-1`
#>  [1] "BC_142024" "BC_90135"  "BC_58978"  "BC_93485"  "BC_363879" "BC_4531"  
#>  [7] "BC_205581" "BC_118640" "BC_79755"  "BC_31610"  "BC_1607"   "BC_82758" 
#> [13] "BC_389078" "BC_194823" "BC_251167" "BC_77209"  "BC_68847"  "BC_102160"
#> [19] "BC_4173"   "BC_4564"  
#> 
#> $TopBarcodes$`S8-2`
#>  [1] "BC_142024" "BC_90135"  "BC_58978"  "BC_93485"  "BC_363879" "BC_4531"  
#>  [7] "BC_205581" "BC_118640" "BC_79755"  "BC_1607"   "BC_31610"  "BC_82758" 
#> [13] "BC_194823" "BC_251167" "BC_389078" "BC_68847"  "BC_77209"  "BC_102160"
#> [19] "BC_4173"   "BC_4564"   "BC_94579" 
#> 
#> $TopBarcodes$`S9-1`
#>  [1] "BC_79755"  "BC_4198"   "BC_81579"  "BC_560839" "BC_118640" "BC_345889"
#>  [7] "BC_400391" "BC_1607"   "BC_319105" "BC_35704"  "BC_205581" "BC_90135" 
#> [13] "BC_124796" "BC_8419"   "BC_142024" "BC_561471" "BC_68847"  "BC_19146" 
#> [19] "BC_78912" 
#> 
#> $TopBarcodes$`S9-2`
#>  [1] "BC_79755"  "BC_4198"   "BC_81579"  "BC_118640" "BC_560839" "BC_345889"
#>  [7] "BC_400391" "BC_1607"   "BC_319105" "BC_35704"  "BC_205581" "BC_90135" 
#> [13] "BC_124796" "BC_142024" "BC_8419"   "BC_561471" "BC_19146"  "BC_68847" 
#> [19] "BC_78912" 
#> 
#> 
#> $TopBarcodeCounts
#> $TopBarcodeCounts$`T0-1`
#>             T0-1
#> BC_245016 235792
#> BC_121651 229674
#> BC_420967 140576
#> BC_108059 107746
#> BC_323670  93902
#> BC_9141    75789
#> BC_331193  61209
#> BC_119418  51910
#> BC_65104   45136
#> BC_17570   44290
#> BC_35704   41752
#> BC_383329  40346
#> BC_92942   39154
#> BC_24510   38403
#> BC_1396    38215
#> BC_83680   36945
#> BC_55858   31659
#> BC_38589   31330
#> BC_137495  30929
#> BC_69627   29428
#> BC_446739  27684
#> BC_171385  24017
#> BC_12367   23205
#> BC_280320  23170
#> BC_15782   22725
#> BC_310257  21578
#> BC_221975  21486
#> BC_313129  21335
#> BC_67201   18479
#> BC_3618    17186
#> BC_107789  17104
#> BC_36103   16025
#> BC_2596    15901
#> BC_69641   14140
#> BC_215831  13831
#> BC_16618   13795
#> BC_249402  13610
#> BC_141060  13535
#> BC_13611   13328
#> BC_22306   13090
#> BC_588849  13063
#> BC_43535   12925
#> BC_16956   12924
#> BC_175651  12903
#> BC_294188  12701
#> BC_46538   12667
#> BC_344050  12651
#> BC_25084   12454
#> BC_56819   12186
#> BC_206193  11681
#> BC_428803  11596
#> BC_219379  11334
#> BC_400391  11240
#> BC_19146   10980
#> BC_205581  10868
#> BC_148563  10683
#> BC_114027  10338
#> BC_172626  10332
#> BC_403084  10243
#> BC_62602   10088
#> BC_224300   9814
#> BC_47439    9520
#> BC_18278    9480
#> BC_43128    9389
#> BC_68847    9033
#> BC_111272   9008
#> BC_58978    8725
#> BC_162898   8480
#> BC_476380   8338
#> BC_262618   8324
#> BC_276866   8296
#> BC_252374   8167
#> BC_550404   8046
#> BC_325065   7949
#> BC_202891   7930
#> BC_50136    7895
#> BC_255436   7874
#> BC_103528   7849
#> BC_425129   7823
#> BC_168818   7818
#> BC_204266   7756
#> BC_176946   7643
#> BC_521149   7583
#> BC_105387   7326
#> BC_227720   7284
#> BC_83707    7266
#> BC_64584    7171
#> BC_21018    7056
#> BC_458543   7033
#> BC_11643    7000
#> BC_175871   6893
#> BC_556149   6772
#> BC_34617    6462
#> BC_166467   6460
#> BC_41692    6409
#> BC_72619    6392
#> BC_168530   6363
#> BC_289383   6347
#> BC_2040     6290
#> BC_516753   6259
#> BC_24159    6246
#> BC_249161   6223
#> BC_345717   6187
#> BC_54442    6053
#> BC_236596   6052
#> BC_248159   6033
#> BC_206263   5911
#> BC_376665   5867
#> BC_18345    5820
#> BC_114040   5760
#> BC_612467   5614
#> BC_56338    5560
#> BC_363714   5450
#> BC_39281    5389
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#> BC_57621    2434
#> BC_373901   2422
#> BC_164378   2409
#> BC_147006   2391
#> BC_214604   2385
#> BC_45652    2368
#> BC_154519   2364
#> BC_64945    2363
#> BC_346627   2344
#> BC_201293   2343
#> BC_366637   2336
#> BC_26769    2329
#> BC_474982   2326
#> BC_206798   2324
#> BC_9340     2319
#> BC_19353    2314
#> BC_95934    2291
#> BC_20557    2289
#> BC_14377    2272
#> BC_6093     2256
#> BC_33764    2252
#> BC_389087   2245
#> BC_130861   2223
#> BC_157906   2189
#> BC_462254   2183
#> BC_244320   2179
#> BC_1764     2173
#> BC_123791   2169
#> BC_37363    2159
#> BC_86358    2140
#> BC_194823   2129
#> BC_211811   2114
#> BC_53219    2111
#> BC_421415   2111
#> BC_100344   2097
#> BC_2206     2096
#> BC_78349    2096
#> BC_221691   2096
#> BC_116921   2090
#> BC_228994   2056
#> BC_10347    2055
#> BC_514247   2053
#> BC_175198   2052
#> BC_266451   2041
#> BC_638624   2035
#> BC_4531     2033
#> BC_10808    2028
#> BC_88464    2010
#> BC_228018   2003
#> BC_196282   2000
#> BC_81309    1999
#> BC_167638   1997
#> BC_130431   1976
#> BC_346761   1975
#> BC_77101    1969
#> BC_672021   1962
#> BC_446649   1959
#> BC_12418    1958
#> BC_22999    1952
#> BC_350335   1946
#> BC_14492    1930
#> BC_806      1925
#> BC_141114   1924
#> BC_138737   1921
#> BC_10293    1918
#> BC_175957   1910
#> BC_14810    1895
#> BC_444573   1892
#> BC_521264   1892
#> BC_147380   1890
#> BC_380559   1888
#> BC_539228   1879
#> BC_162322   1873
#> BC_91989    1868
#> BC_145403   1865
#> BC_57692    1863
#> BC_61489    1859
#> BC_58144    1855
#> BC_4564     1842
#> BC_77187    1838
#> BC_121663   1816
#> BC_73098    1810
#> BC_141246   1792
#> BC_195246   1778
#> BC_49226    1777
#> BC_171953   1763
#> BC_181957   1761
#> BC_214878   1757
#> BC_182320   1748
#> BC_114257   1734
#> BC_146146   1716
#> BC_6304     1699
#> BC_181554   1696
#> BC_13093    1694
#> BC_528062   1694
#> BC_587139   1693
#> BC_55675    1691
#> BC_23241    1690
#> BC_11270    1682
#> BC_20573    1682
#> BC_29208    1670
#> BC_218093   1661
#> BC_654016   1623
#> BC_150291   1607
#> BC_292962   1600
#> BC_217320   1596
#> BC_199093   1595
#> BC_138900   1579
#> BC_225019   1578
#> BC_12191    1567
#> BC_354350   1567
#> BC_115436   1556
#> BC_99       1554
#> BC_93884    1538
#> BC_234390   1525
#> BC_527469   1520
#> BC_351660   1515
#> BC_201372   1512
#> BC_3583     1511
#> BC_19610    1508
#> BC_587343   1507
#> BC_353112   1499
#> BC_15448    1489
#> BC_357977   1482
#> BC_2430     1479
#> BC_617554   1473
#> BC_11152    1472
#> BC_31779    1461
#> BC_330625   1451
#> BC_147556   1443
#> BC_88099    1436
#> BC_2791     1426
#> BC_67247    1424
#> BC_110945   1421
#> BC_50222    1412
#> BC_147063   1403
#> BC_9626     1400
#> BC_1593     1394
#> BC_426662   1392
#> BC_413271   1390
#> BC_49044    1376
#> BC_4198     1373
#> BC_164652   1373
#> BC_125634   1369
#> BC_322542   1367
#> BC_203989   1353
#> BC_67374    1351
#> BC_45402    1343
#> BC_14484    1337
#> BC_195887   1334
#> BC_9322     1332
#> BC_415903   1331
#> BC_82595    1324
#> BC_329007   1324
#> BC_146322   1318
#> BC_261055   1311
#> BC_90135    1307
#> BC_26258    1298
#> BC_363879   1296
#> BC_515934   1290
#> BC_11055    1269
#> BC_49397    1269
#> BC_381245   1266
#> BC_309303   1253
#> BC_12410    1249
#> BC_249649   1249
#> BC_318282   1244
#> BC_57794    1243
#> BC_67370    1239
#> BC_316483   1238
#> BC_31196    1237
#> BC_357846   1230
#> BC_9747     1223
#> BC_83816    1223
#> BC_26384    1221
#> BC_52856    1219
#> BC_302454   1203
#> BC_50311    1196
#> BC_282868   1192
#> BC_61500    1190
#> BC_238577   1185
#> BC_47310    1181
#> BC_31185    1180
#> BC_283541   1179
#> BC_79755    1165
#> BC_231962   1162
#> BC_56489    1154
#> BC_120505   1153
#> BC_94579    1150
#> BC_444761   1146
#> BC_70909    1143
#> BC_296283   1140
#> BC_15652    1129
#> BC_276301   1124
#> BC_322219   1124
#> BC_169627   1121
#> BC_84350    1120
#> BC_596629   1118
#> BC_21535    1110
#> BC_52081    1108
#> BC_7691     1104
#> BC_302238   1103
#> BC_165975   1102
#> BC_14380    1101
#> BC_144061   1099
#> BC_129559   1093
#> BC_491991   1091
#> BC_43206    1083
#> BC_35459    1081
#> BC_228333   1070
#> BC_176231   1069
#> BC_75688    1063
#> BC_516611   1057
#> BC_149347   1055
#> BC_220827   1051
#> BC_207333   1049
#> BC_159570   1046
#> BC_288976   1044
#> BC_81579    1027
#> BC_44350    1025
#> BC_145103   1024
#> BC_35283    1012
#> BC_250471   1004
#> BC_97874    1000
#> BC_567519    989
#> BC_454109    988
#> BC_355439    986
#> BC_430       984
#> BC_57582     984
#> BC_48168     983
#> BC_10190     979
#> BC_19612     978
#> BC_92584     976
#> BC_212837    976
#> BC_129768    970
#> BC_345889    956
#> BC_115038    955
#> BC_228451    955
#> BC_451991    955
#> BC_179919    948
#> BC_576338    944
#> BC_655329    940
#> BC_472019    939
#> BC_168163    936
#> BC_35633     935
#> BC_257382    935
#> BC_535770    934
#> BC_329679    932
#> BC_248582    931
#> BC_62970     925
#> BC_324042    919
#> BC_18218     912
#> BC_182092    908
#> BC_142112    907
#> BC_4173      892
#> BC_100070    892
#> BC_259621    883
#> BC_567514    880
#> BC_103862    878
#> BC_28938     874
#> BC_325871    872
#> BC_49060     871
#> BC_275321    871
#> BC_186267    868
#> BC_652798    865
#> BC_1977      863
#> BC_238160    862
#> BC_189854    858
#> BC_37116     855
#> BC_255928    854
#> BC_268745    852
#> BC_23918     848
#> BC_131019    847
#> BC_171345    844
#> BC_278096    840
#> BC_13        834
#> BC_82758     833
#> BC_26097     831
#> BC_65912     831
#> BC_41280     826
#> BC_245600    824
#> BC_509872    823
#> BC_15707     821
#> BC_17509     821
#> BC_154696    821
#> BC_194092    820
#> BC_28077     816
#> BC_4165      815
#> BC_154806    813
#> BC_25609     810
#> BC_33035     807
#> BC_1139      802
#> BC_80020     802
#> BC_388103    801
#> BC_59243     795
#> BC_20281     788
#> BC_57889     788
#> BC_143062    788
#> BC_218837    784
#> BC_179997    778
#> BC_90599     776
#> BC_5615      775
#> BC_23363     774
#> BC_352645    772
#> BC_292621    762
#> BC_153858    760
#> BC_230643    759
#> BC_297704    754
#> BC_381050    751
#> BC_203210    746
#> BC_8838      738
#> BC_183115    738
#> BC_257523    737
#> BC_22263     734
#> BC_56792     733
#> BC_163063    729
#> BC_184732    723
#> BC_563624    718
#> BC_77131     713
#> BC_78760     706
#> BC_370968    706
#> BC_307924    704
#> BC_331889    704
#> BC_389378    704
#> BC_29053     702
#> BC_23213     700
#> BC_428204    700
#> BC_500299    697
#> BC_14452     696
#> BC_124624    696
#> BC_22981     694
#> BC_98171     693
#> BC_170233    692
#> BC_38465     691
#> BC_47704     691
#> BC_198370    686
#> BC_14131     683
#> BC_190202    683
#> BC_278655    683
#> BC_6453      682
#> BC_557872    681
#> BC_31562     677
#> BC_128748    676
#> BC_29984     675
#> BC_294176    673
#> BC_127999    668
#> BC_796       664
#> 
#> $TopBarcodeCounts$`S10-1`
#>             S10-1
#> BC_8419   1991893
#> BC_124796 1649985
#> BC_102160  203430
#> 
#> $TopBarcodeCounts$`S10-2`
#>             S10-2
#> BC_8419   1995956
#> BC_124796 1710825
#> BC_102160  208878
#> BC_68847    68155
#> 
#> $TopBarcodeCounts$`S11-1`
#>            S11-1
#> BC_53234  680240
#> BC_205581 493308
#> BC_90135  332038
#> BC_172626 257083
#> BC_58978  196664
#> BC_79755  116795
#> BC_159570 108699
#> BC_118640  73041
#> BC_31610   71654
#> BC_257382  64909
#> BC_1607    61994
#> BC_635211  58710
#> BC_4531    58679
#> BC_324711  55178
#> BC_327422  30934
#> BC_297704  27654
#> BC_194823  25858
#> BC_415460  21413
#> BC_140320  19073
#> 
#> $TopBarcodeCounts$`S11-2`
#>            S11-2
#> BC_53234  672838
#> BC_205581 480681
#> BC_90135  319597
#> BC_172626 226125
#> BC_58978  168069
#> BC_79755  107090
#> BC_159570 101497
#> BC_635211  67342
#> BC_118640  57323
#> BC_324711  56730
#> BC_31610   55511
#> BC_257382  55165
#> BC_4531    50457
#> BC_1607    49865
#> BC_327422  34475
#> BC_297704  22422
#> BC_194823  22402
#> BC_415460  20209
#> BC_62602   17792
#> BC_140320  16805
#> 
#> $TopBarcodeCounts$`S12-1`
#>             S12-1
#> BC_389078 1413816
#> BC_159570  615742
#> BC_135438  272292
#> BC_500780  246148
#> BC_79755   235092
#> BC_31610   185291
#> BC_49629   144164
#> BC_78349   134743
#> BC_118640  132924
#> BC_47726   128882
#> BC_58978   115558
#> BC_1607    108011
#> BC_245016  107080
#> BC_329679   79183
#> 
#> $TopBarcodeCounts$`S12-2`
#>             S12-2
#> BC_389078 1397641
#> BC_159570  557943
#> BC_135438  248280
#> BC_500780  235202
#> BC_79755   219591
#> BC_31610   171947
#> BC_49629   131663
#> BC_118640  120960
#> BC_47726   117847
#> BC_78349   109942
#> BC_245016   99030
#> BC_58978    97876
#> BC_1607     95198
#> BC_329679   74065
#> 
#> $TopBarcodeCounts$`S13-1`
#>             S13-1
#> BC_8419   1132876
#> BC_124796 1113617
#> BC_102160  813971
#> BC_257382  768188
#> BC_172626  112559
#> BC_345889   84734
#> BC_53234    72801
#> BC_79755    55138
#> BC_5472     54808
#> BC_205581   41262
#> 
#> $TopBarcodeCounts$`S13-2`
#>             S13-2
#> BC_8419   1075999
#> BC_124796 1036131
#> BC_102160  766818
#> BC_257382  724300
#> BC_172626  106215
#> BC_345889   77361
#> BC_53234    65594
#> BC_5472     52942
#> BC_79755    51810
#> BC_17608    39408
#> BC_205581   38917
#> 
#> $TopBarcodeCounts$`S14-1`
#>             S14-1
#> BC_90135  2015353
#> BC_388103 1491990
#> BC_31610   325001
#> BC_58978   186583
#> BC_292962  127737
#> BC_159570   82869
#> 
#> $TopBarcodeCounts$`S14-2`
#>             S14-2
#> BC_90135  1814510
#> BC_388103 1338206
#> BC_31610   285251
#> BC_58978   161284
#> BC_292962  125041
#> BC_159570   76636
#> 
#> $TopBarcodeCounts$`S15-1`
#>             S15-1
#> BC_1478   1137019
#> BC_94579   930125
#> BC_124796  490802
#> BC_8419    480465
#> BC_316204   95059
#> BC_400391   61062
#> BC_23241    42520
#> 
#> $TopBarcodeCounts$`S15-2`
#>             S15-2
#> BC_1478   1189434
#> BC_94579   976104
#> BC_124796  494292
#> BC_8419    486189
#> BC_316204   96050
#> BC_400391   67224
#> BC_23241    43739
#> 
#> $TopBarcodeCounts$`S16-1`
#>            S16-1
#> BC_53234  967214
#> BC_79755  699557
#> BC_140320 622182
#> BC_31610  355389
#> BC_248880 310481
#> BC_1478   286098
#> BC_17608  219959
#> BC_257382 191551
#> BC_345889 186661
#> BC_94511  140502
#> BC_142112 136360
#> BC_142024 111299
#> BC_91412   96497
#> BC_58978   76133
#> BC_190202  65758
#> BC_4198    51449
#> BC_68847   48868
#> BC_389078  39963
#> BC_47726   37946
#> 
#> $TopBarcodeCounts$`S16-2`
#>            S16-2
#> BC_53234  955906
#> BC_79755  679328
#> BC_140320 605778
#> BC_31610  351863
#> BC_248880 297737
#> BC_1478   286187
#> BC_17608  215120
#> BC_257382 192418
#> BC_345889 192200
#> BC_94511  143289
#> BC_142112 142201
#> BC_142024 111762
#> BC_91412   97112
#> BC_58978   77379
#> BC_190202  66762
#> BC_68847   51297
#> BC_4198    51154
#> BC_389078  41183
#> BC_47726   37684
#> BC_205581  34755
#> 
#> $TopBarcodeCounts$`S17-1`
#>             S17-1
#> BC_183691 2648948
#> BC_90135  1584269
#> BC_400391  588642
#> BC_31610   216675
#> BC_68847   146098
#> 
#> $TopBarcodeCounts$`S17-2`
#>             S17-2
#> BC_183691 2785778
#> BC_90135  1600044
#> BC_400391  604178
#> BC_31610   206900
#> BC_68847   158068
#> BC_53234   139785
#> 
#> $TopBarcodeCounts$`S18-1`
#>            S18-1
#> BC_49397  763504
#> BC_91412  419115
#> BC_159570 417080
#> BC_62602  261522
#> BC_93485  252666
#> BC_70225  234477
#> BC_79755  204363
#> BC_4564   141545
#> BC_124796 133198
#> BC_58978  124347
#> BC_8419   120698
#> BC_149935 111889
#> BC_68847  110884
#> BC_90135  103890
#> BC_4173    99281
#> BC_4469    94003
#> BC_172626  92447
#> BC_31610   86277
#> BC_383329  74354
#> BC_55960   71818
#> BC_62970   55812
#> BC_102160  51865
#> BC_244320  38874
#> BC_400391  33062
#> BC_135438  31484
#> BC_203989  21276
#> BC_81579   19900
#> 
#> $TopBarcodeCounts$`S18-2`
#>            S18-2
#> BC_49397  817999
#> BC_91412  443237
#> BC_159570 436654
#> BC_62602  290698
#> BC_70225  275474
#> BC_93485  270096
#> BC_79755  214481
#> BC_4564   165210
#> BC_124796 143216
#> BC_8419   137545
#> BC_58978  134487
#> BC_149935 120452
#> BC_68847  119995
#> BC_90135  116149
#> BC_4173   109548
#> BC_4469   107465
#> BC_172626  97888
#> BC_31610   96129
#> BC_383329  83812
#> BC_55960   82691
#> BC_62970   66186
#> BC_102160  58036
#> BC_244320  44322
#> BC_400391  41088
#> BC_135438  33668
#> BC_203989  25743
#> BC_133178  20613
#> 
#> $TopBarcodeCounts$`S1-1`
#>             S1-1
#> BC_79755  993343
#> BC_102160 714207
#> BC_59493  406903
#> BC_23361  207760
#> BC_53234  201367
#> BC_400391 189577
#> BC_142112 174047
#> BC_94511  113449
#> BC_68847   58203
#> BC_142024  56214
#> BC_23241   44498
#> BC_47310   31114
#> BC_9141    30245
#> BC_65104   28467
#> 
#> $TopBarcodeCounts$`S1-2`
#>              S1-2
#> BC_79755  1222013
#> BC_102160  808336
#> BC_59493   463756
#> BC_23361   256247
#> BC_53234   244541
#> BC_142112  200263
#> BC_400391  195378
#> BC_94511   143734
#> BC_68847    67285
#> BC_142024   66571
#> BC_23241    54725
#> BC_9141     39529
#> BC_47310    38718
#> BC_5472     35839
#> BC_65104    33854
#> 
#> $TopBarcodeCounts$`S2-1`
#>              S2-1
#> BC_248880 2011324
#> BC_65104  1426536
#> BC_9141   1346962
#> BC_1478    850892
#> BC_31610   820495
#> BC_79755   462821
#> BC_388103  216599
#> BC_257382  200090
#> BC_68618   105753
#> BC_102160   76111
#> BC_4531     54809
#> BC_90135    45785
#> 
#> $TopBarcodeCounts$`S2-2`
#>              S2-2
#> BC_248880 1182134
#> BC_65104   933706
#> BC_9141    932603
#> BC_1478    561478
#> BC_31610   468327
#> BC_79755   308473
#> BC_388103  133643
#> BC_257382  121541
#> BC_68618    69576
#> BC_102160   49153
#> BC_4531     31316
#> 
#> $TopBarcodeCounts$`S3-1`
#>              S3-1
#> BC_79755  2163553
#> BC_142024  565889
#> BC_102160  448714
#> BC_183691  203408
#> BC_59493   163823
#> BC_345889   89546
#> BC_23361    81236
#> BC_70225    56521
#> BC_30946    50953
#> BC_159570   45613
#> 
#> $TopBarcodeCounts$`S3-2`
#>              S3-2
#> BC_79755  2486675
#> BC_142024  696785
#> BC_102160  551728
#> BC_183691  257218
#> BC_59493   196076
#> BC_345889  107156
#> BC_23361    93503
#> BC_70225    66396
#> BC_159570   61382
#> BC_30946    59659
#> 
#> $TopBarcodeCounts$`S4-1`
#>             S4-1
#> BC_53234  692353
#> BC_58978  342379
#> BC_62602  280987
#> BC_68847  237132
#> BC_140320 223426
#> BC_79755  208335
#> BC_327422 190392
#> BC_36103  181458
#> BC_102160 151606
#> BC_81579  139375
#> BC_118640 132880
#> BC_135438 119051
#> BC_205581 102204
#> BC_91412   92210
#> BC_4564    91814
#> BC_1607    90610
#> BC_159570  66307
#> BC_468335  66180
#> BC_560839  64927
#> BC_229324  62954
#> BC_49397   49062
#> BC_203989  43358
#> BC_124796  38389
#> BC_8419    31905
#> BC_190202  26816
#> 
#> $TopBarcodeCounts$`S4-2`
#>             S4-2
#> BC_53234  507873
#> BC_58978  223666
#> BC_62602  181352
#> BC_68847  145969
#> BC_140320 144767
#> BC_79755  139330
#> BC_327422 138287
#> BC_36103  118928
#> BC_81579   96742
#> BC_102160  93245
#> BC_118640  89017
#> BC_135438  70979
#> BC_1607    66226
#> BC_205581  62591
#> BC_4564    61778
#> BC_91412   58781
#> BC_229324  40462
#> BC_560839  38271
#> BC_159570  36888
#> BC_468335  35416
#> BC_49397   34391
#> BC_203989  33235
#> BC_124796  24380
#> BC_8419    21807
#> BC_190202  17786
#> BC_23241   16442
#> 
#> $TopBarcodeCounts$`S5-1`
#>              S5-1
#> BC_561471 2123044
#> BC_118640  322753
#> BC_59493   268377
#> BC_1607    259730
#> BC_31610   180017
#> BC_23361   133885
#> BC_159570   48021
#> BC_93485    30112
#> BC_468335   25518
#> BC_81579    24169
#> BC_257382   24078
#> 
#> $TopBarcodeCounts$`S5-2`
#>              S5-2
#> BC_561471 1975938
#> BC_118640  290505
#> BC_59493   246168
#> BC_1607    224559
#> BC_31610   172466
#> BC_23361   122852
#> BC_159570   42615
#> BC_93485    30438
#> BC_81579    25799
#> BC_468335   24958
#> BC_257382   24460
#> BC_21013    23108
#> 
#> $TopBarcodeCounts$`S6-1`
#>              S6-1
#> BC_79755  1282572
#> BC_8419   1123900
#> BC_124796  996596
#> BC_4564    434228
#> BC_400391   84518
#> BC_31610    44921
#> BC_1478     31005
#> BC_90135    30404
#> BC_388103   28921
#> 
#> $TopBarcodeCounts$`S6-2`
#>              S6-2
#> BC_79755  1344442
#> BC_8419   1117015
#> BC_124796 1031266
#> BC_4564    489628
#> BC_400391  102685
#> BC_31610    41582
#> BC_1478     36862
#> BC_90135    34556
#> BC_54442    31930
#> BC_388103   30013
#> 
#> $TopBarcodeCounts$`S7-1`
#>             S7-1
#> BC_53234  921435
#> BC_54442  710031
#> BC_142024 472357
#> BC_140320 350076
#> BC_93485  324557
#> BC_124796 197590
#> BC_23544  186585
#> BC_8419   179578
#> BC_324711 166985
#> BC_159570 116366
#> BC_58978  106125
#> BC_90135   92285
#> BC_345889  60307
#> BC_4564    56816
#> BC_102160  52674
#> BC_400391  42639
#> 
#> $TopBarcodeCounts$`S7-2`
#>             S7-2
#> BC_53234  886421
#> BC_54442  680000
#> BC_142024 434889
#> BC_140320 331549
#> BC_93485  301678
#> BC_124796 177503
#> BC_23544  166526
#> BC_8419   163482
#> BC_324711 147268
#> BC_159570 104165
#> BC_58978   87248
#> BC_90135   85151
#> BC_4564    55719
#> BC_345889  55079
#> BC_102160  48773
#> BC_400391  38887
#> 
#> $TopBarcodeCounts$`S8-1`
#>              S8-1
#> BC_142024 1234236
#> BC_90135   711120
#> BC_58978   347497
#> BC_93485   266947
#> BC_363879  206203
#> BC_4531    151017
#> BC_205581  141328
#> BC_118640  139500
#> BC_79755   119797
#> BC_31610   102078
#> BC_1607     99159
#> BC_82758    77715
#> BC_389078   49526
#> BC_194823   49489
#> BC_251167   47114
#> BC_77209    43860
#> BC_68847    43534
#> BC_102160   35811
#> BC_4173     27438
#> BC_4564     23411
#> 
#> $TopBarcodeCounts$`S8-2`
#>              S8-2
#> BC_142024 1098417
#> BC_90135   613893
#> BC_58978   269454
#> BC_93485   215752
#> BC_363879  166500
#> BC_4531    125332
#> BC_205581  115375
#> BC_118640  111091
#> BC_79755   105974
#> BC_1607     80651
#> BC_31610    79449
#> BC_82758    63339
#> BC_194823   47934
#> BC_251167   43484
#> BC_389078   41208
#> BC_68847    40176
#> BC_77209    35932
#> BC_102160   27346
#> BC_4173     24198
#> BC_4564     22430
#> BC_94579    18367
#> 
#> $TopBarcodeCounts$`S9-1`
#>             S9-1
#> BC_79755  684599
#> BC_4198   412438
#> BC_81579  222908
#> BC_560839 190175
#> BC_118640 190072
#> BC_345889 174338
#> BC_400391 173891
#> BC_1607   124662
#> BC_319105 106683
#> BC_35704   97669
#> BC_205581  96776
#> BC_90135   55050
#> BC_124796  54709
#> BC_8419    41751
#> BC_142024  41208
#> BC_561471  36418
#> BC_68847   26528
#> BC_19146   26470
#> BC_78912   18539
#> 
#> $TopBarcodeCounts$`S9-2`
#>             S9-2
#> BC_79755  678991
#> BC_4198   420103
#> BC_81579  232056
#> BC_118640 198440
#> BC_560839 187828
#> BC_345889 177297
#> BC_400391 169731
#> BC_1607   132863
#> BC_319105 107906
#> BC_35704  100753
#> BC_205581  89183
#> BC_90135   56985
#> BC_124796  51211
#> BC_142024  47093
#> BC_8419    40711
#> BC_561471  35227
#> BC_19146   32473
#> BC_68847   29591
#> BC_78912   20199
#> 
#>