GSEA Report for Dataset greenberg

Enrichment in phenotype: WT_GAQ (2 samples)

• 51 / 188 gene sets are upregulated in phenotype WT_GAQ
• 23 gene sets are significant at FDR < 25%
• 13 gene sets are significantly enriched at nominal pvalue < 1%
• 23 gene sets are significantly enriched at nominal pvalue < 5%
• Snapshot of enrichment results
• Detailed enrichment results in html format
• Detailed enrichment results in TSV format (tab delimited text)
• Guide to interpret results

Enrichment in phenotype: WT_NA (2 samples)

• 137 / 188 gene sets are upregulated in phenotype WT_NA
• 17 gene sets are significantly enriched at FDR < 25%
• 10 gene sets are significantly enriched at nominal pvalue < 1%
• 26 gene sets are significantly enriched at nominal pvalue < 5%
• Snapshot of enrichment results
• Detailed enrichment results in html format
• Detailed enrichment results in TSV format (tab delimited text)
• Guide to interpret results

Dataset details

• The dataset has 57277 native features
• After collapsing features into gene symbols, there are: 37091 genes

Gene set details

• Gene set size filters (min=15, max=500) resulted in filtering out 1 / 189 gene sets
• The remaining 188 gene sets were used in the analysis
• List of gene sets used and their sizes (restricted to features in the specified dataset)

Gene markers for the WT_GAQ versus WT_NA comparison

• The dataset has 37091 features (genes)
• # of markers for phenotype WT_GAQ: 6544 (17.6% ) with correlation area 35.8%
• # of markers for phenotype WT_NA: 30547 (82.4% ) with correlation area 64.2%
• Detailed rank ordered gene list for all features in the dataset
• Heat map and gene list correlation profile for all features in the dataset

Global statistics and plots

• Plot of p-values vs. NES
• Global ES histogram

Other

• Parameters used for this analysis

Comments

• There were duplicate row identifiers in the specified dataset. One id was arbitarilly choosen. Details are below Generally, this is OK, but if you want to avoid this automagic, edit your dataset so that all row ids are unique # of row ids in original dataset: 60332 # of row UNIQUE ids in original dataset: 57277 # The duplicates were 2-Mar 1-Mar Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA SNORA64 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA snoU2_19 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U8 Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 Y_RNA Y_RNA SNORD56 Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U8 Y_RNA Y_RNA Y_RNA U3 SNORA27 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 SNORA63 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD56 SNORA42 Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA Y_RNA SNORD45 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA U8 Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 U3 Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA SNORD45 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD56 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD74 SNORD74 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 Y_RNA SNORD74 Y_RNA SNORD46 Y_RNA Y_RNA Y_RNA SNORD74 Y_RNA Y_RNA Y_RNA SNORD113 SNORA38 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA58 Y_RNA Y_RNA SNORD56 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA SNORA25 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA7 U3 Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA SNORA70 Y_RNA U8 Y_RNA SNORA68 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA Y_RNA SNORA51 Y_RNA Y_RNA Y_RNA Y_RNA SNORD113 Y_RNA SNORD74 Y_RNA Y_RNA SNORA51 Y_RNA Y_RNA SNORA1 SNORA62 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA snoU2_19 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD74 Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA SNORA25 SNORD113 Y_RNA Y_RNA SNORA43 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA63 Y_RNA SNORA27 U8 U8 SNORA71 SNORA73 Y_RNA SNORA33 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA51 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA72 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA72 SNORA70 SNORA25 Y_RNA Y_RNA SNORA62 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD81 Y_RNA Y_RNA Y_RNA Y_RNA SNORA1 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA4 SNORA30 Y_RNA Y_RNA Y_RNA Y_RNA SNORA43 Y_RNA Y_RNA Y_RNA SNORA9 U3 Y_RNA Y_RNA Y_RNA U3 U8 Y_RNA Y_RNA Y_RNA Y_RNA SNORA33 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD50 SNORA2 Y_RNA Y_RNA Y_RNA SNORA62 Y_RNA SNORA62 SNORA25 SNORA70 Y_RNA Y_RNA Y_RNA SNORA70 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA4 Y_RNA SNORD42 SNORA63 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA SNORA64 Y_RNA Y_RNA Y_RNA Y_RNA U8 Y_RNA AL512625.1 AL135901.1 Y_RNA SNORA18 SNORA22 SNORD60 SNORA22 Y_RNA SNORA70 Y_RNA Y_RNA Y_RNA Y_RNA SNORA2 SNORA20 Y_RNA Y_RNA Y_RNA SNORA70 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA36 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA30 Y_RNA U3 Y_RNA Y_RNA SNORA32 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA32 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA1 Y_RNA Y_RNA Y_RNA Y_RNA SNORA18 Y_RNA SNORA51 Y_RNA Y_RNA Y_RNA SNORA51 SNORA75 SNORA70 Y_RNA SNORA9 SNORA51 SNORA72 Y_RNA Y_RNA SNORA70 Y_RNA Y_RNA SNORA7 Y_RNA Y_RNA Y_RNA Y_RNA SNORA20 Y_RNA Y_RNA Y_RNA SNORA70 Y_RNA SNORA51 Y_RNA Y_RNA SNORA7 Y_RNA Y_RNA U8 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA51 Y_RNA Y_RNA SNORA67 Y_RNA Y_RNA Y_RNA Y_RNA SNORD51 Y_RNA SNORA27 Y_RNA SNORA15 SNORA72 Y_RNA Y_RNA Y_RNA Y_RNA SNORA72 Y_RNA Y_RNA Y_RNA SNORA67 SNORA70 SNORA8 Y_RNA Y_RNA Y_RNA SNORD38 SNORA25 Y_RNA U3 Y_RNA Y_RNA SNORA24 Y_RNA Y_RNA Y_RNA Y_RNA SNORA18 Y_RNA SNORA51 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA70 SNORA68 SNORA15 SNORA51 Y_RNA Y_RNA SNORA51 Y_RNA SNORA64 Y_RNA Y_RNA Y_RNA Y_RNA SNORD38 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA U3 SNORA42 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA70 Y_RNA SNORA72 Y_RNA Y_RNA Y_RNA Y_RNA SNORA70 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD56 Y_RNA Y_RNA Y_RNA SNORA8 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA22 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA20 Y_RNA Y_RNA Y_RNA Y_RNA SNORA64 SNORA1 Y_RNA SNORA8 Y_RNA Y_RNA Y_RNA SNORA67 Y_RNA Y_RNA Y_RNA U8 U8 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA42 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA42 SNORA32 Y_RNA SNORA41 Y_RNA SNORA40 AC090673.1 AC112778.1 AC013268.1 SNORA40 U8 U8 SNORA40 U3 SNORD78 Y_RNA SNORA48 U3 U3 Y_RNA SNORA69 U3 SNORA48 SNORA26 SNORA48 SNORD65 Y_RNA U8 SNORD65 SNORA40 SNORD37 SNORA40 SNORD81 SNORA16 SNORD41 Y_RNA Y_RNA U3 Y_RNA Y_RNA SNORA67 SNORA12 SNORD77 SNORA40 SNORA46 SNORD37 SNORD78 SNORA48 SNORA48 Y_RNA SNORA67 Y_RNA SNORD77 SNORD77 Y_RNA SNORA26 U3 SNORD115 SNORA75 U3 SNORA75 SNORA48 Y_RNA SNORA40 SNORA48 SNORA12 U3 SNORA26 U3 Y_RNA SNORA26 Y_RNA SNORA57 SNORD66 SNORA75 SNORD70 U3 U3 U3 SNORD116 Y_RNA SNORA26 SNORA68 SNORA57 Y_RNA SNORA40 SNORA75 U8 Y_RNA Y_RNA SNORA8 SNORA40 SNORA26 SNORA17 SNORA26 SNORA75 U8 5S_rRNA U3 SNORA48 SNORA26 U3 SNORA75 SNORA26 SNORA48 AL157702.1 AC007952.1 AC116351.1 AC104457.1 AF228730.1 AC078819.1 AL591034.1 AL035467.1 AL079342.1 AC092965.1 AL080276.1 AL023807.1 SNORA50 AL158151.1 AC034236.1 AL354984.1 AC090099.1 U3 U3 U3 AC118344.1 SNORA3 AL391417.1 AC092865.1 U3 AC126323.1 SNORA3 SNORA11 AL662890.1 AC106795.1 SNORA11 AC004980.1 U3 AC135983.1 U3 U3 SNORA77 AC013489.1 SNORA11 U3 U3 U3 AL133260.1 AL132875.1 U3 SNORA77 AL356131.1 U3 U3 SNORA3 SNORA77 U3 SNORD75 SNORA11 SNORA3 AL049647.1 SNORA11 SNORD23 AC092675.1 Y_RNA SNORD113 SNORA73 Y_RNA Y_RNA SNORD113 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD19 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORA79 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA AC006534.1 Y_RNA SNORA19 Y_RNA SNORA7 Y_RNA Y_RNA Y_RNA Y_RNA U3 Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA Y_RNA SNORD63 Y_RNA SNORA40 Y_RNA Y_RNA AL096700.1 Y_RNA SNORA57 Y_RNA AL157823.1 Y_RNA SNORA74 Y_RNA Y_RNA Y_RNA SNORD81 Y_RNA Y_RNA Y_RNA Y_RNA AL121952.1 Y_RNA Y_RNA AC127526.1 AL645941.1 BX005214.1 AC098847.1 AC025594.1 AC022400.1 AL355388.1 AC012671.1 BX276092.1 CR769776.1 AC006026.1 AL161908.1 AC068279.1 AL157392.1 AL121584.1 AL353898.1 AC013283.1 AC091167.1 AC007362.1 AL021707.1 BX119917.1 AL390119.1 AL354984.2 AL590639.1 AC009299.1 AC016907.1 AL356309.1 AL132671.1 BX284613.1 AL161452.1 AC005082.1 AC135178.1 AC092017.1 AL009174.1 AC003666.1 AL353662.1 AC004771.1 AC107890.1 AP001324.1 AL391056.1 AC004875.1 AC122136.1 AC131571.1 AC092265.1 AL022341.1 AL731568.1 AC016734.1 AL162419.1 AC073063.1 AL353608.1 AL121914.1 AL136115.1 SPATA13 AF228730.2 AL356310.1 AL121985.1 AC090954.1 AL138963.1 AL356479.1 AC097658.1 AC009495.1 AC044860.1 AC096633.1 AL157788.1 AL391839.1 AC046143.1 AL596268.1 AL359853.1 AC111200.1 AL136531.1 AC083862.1 AL590683.1 AC093162.1 AC010422.1 AL357060.1 AC021078.1 AL929472.1 AC013402.1 AC099535.1 AP001187.1 AL157884.1 AL354896.1 AC009987.1 AC116038.1 AC097359.1 AC096644.1 AL133232.1 AL354993.1 AC079781.1 AC007402.1 AC024082.1 AC026320.1 AC119751.1 AL136987.1 AC112198.2 AC093311.1 AC007551.1 AL356475.1 RGS5 AC125238.1 AC095030.1 AL162430.1 AL359815.1 AC007690.1 AL035045.1 AL353662.2 AL162389.1 AC138951.1 AP000547.1 AL158151.2 AL391994.1 AP004242.1 AC114877.1 AL162431.1 AC022498.1 AL109618.1 AL392086.1 LINC01505 AL590822.1 AL138930.1 AC092811.1 AL035422.1 AC068058.1 LINC01422 AC104837.1 LINC00484 AL161651.1 AC130360.1 AL662800.1 AL359195.1 AP001468.1 AC106017.1 AC017083.1 AL161740.1 AL513123.1 AC009784.1 AC074035.1 AC006372.1 DNAJC9-AS1 AL356270.1 AL035706.1 AC007272.1 AL354936.1 AL512635.1 AF241725.1 Z95152.1 AL160279.1 AL356356.1 AC091304.1 AC004543.1 AC118282.1 AL445523.1 AL627309.1 AC016745.1 snoU13 snoU13 U3 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AC027612.2 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AC004969.1 snoU13 snoU13 AL158147.1 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 SNORD61 snoU13 snoU13 snoU13 snoU13 snoU13 SNORA81 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 SNORD18 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA U8 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU109 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 AC138749.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 AC073648.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU109 snoU13 snoU13 snoU13 snoU13 snoU13 AL513185.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 SNORD11 snoU13 snoU13 AC215219.1 snoU13 snoU109 snoU13 snoU13 U8 snoU13 snoU13 AC083875.1 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AC114491.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 Y_RNA snoU13 snoU13 Y_RNA ACA64 snoU13 SNORD65 snoU13 snoU13 snoU13 SNORD2 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AC098649.1 snoU13 U8 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AC105052.1 snoU13 snoU13 ACA64 ACA64 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AL359955.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 AL162430.2 snoU13 Y_RNA snoU13 snoU13 snoU13 AL121761.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 U8 Y_RNA snoU13 snoU13 snoU13 U8 snoU13 snoU13 snoU13 snoU13 snoU13 AL109947.1 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 snoU13 Y_RNA SNORA35 snoU13 snoU13 snoU13 snoU13 SNORD5 snoU109 AC002558.1 AC092925.1 AC092902.1 AC063944.1 AC092958.1 AC078785.1 AC093267.1 AC079080.1 AC026366.1 AL589765.1 AP001024.1 AC126182.1 AC023818.1 AC026877.1 AP000356.1 AC109925.1 AC100832.1 AC079804.1 PRICKLE2-AS1 AC092757.1 AC018450.1 AL035460.1 AL161626.1 AC123768.1 AC098869.1 AC018635.1 AC074051.1 AC089999.1 AC068587.1 AC112219.1 AL359538.1 AC110769.1 AP002884.1 AC020636.1 AC107021.1 AC004924.1 AC116562.1 ELFN2 AC068587.2 AC116533.1 AP003041.1 AC096922.1 AL137024.1 AC123768.2 AP000866.1 AL049840.1 AC016553.1 AC008780.1 AC119751.2 AC119751.3 AC003029.1 AC002070.1 AP000867.1 AC131254.1 AC093700.1 AC118282.2 AC020900.1 AC093004.1 AC093817.1 AC112249.1 AC048346.1 AC110813.1 AC116345.1 AC083829.1 AC034229.1 AC118282.3 AC021106.1 AC131094.1 AC008869.1 AC090519.1 AC078881.1 AC105252.1 LINC01598 AC128709.1 AC093766.1 AC008581.1 AC134698.1 AC097372.1 AC119751.4 AC010368.1 AC079467.1 AC132803.1 AC106732.1 AC026700.1 AC008967.1 AC025674.1 AP002490.1 AC004052.1 AC012441.1 AC098680.1 SNORD112 SNORA40 snoU13 AL050321.1 SNORA68 Y_RNA Y_RNA SNORA4 SNORA25 snoU13 U8 SNORA25 U3 snoU13 SNORD112 SNORA3 Y_RNA Y_RNA U3 SNORA66 SNORA70 Y_RNA U3 SNORD112 Y_RNA Y_RNA Y_RNA snoU13 SNORA19 SNORD112 SNORA31 SNORD46 U3 Y_RNA SNORA31 snoU13 Y_RNA SNORA31 snoU13 SCARNA20 SNORD112 Y_RNA SCARNA21 SNORD112 SNORA70 U8 SNORD112 SNORD112 SNORA70 snoU13 U3 AL596330.1 snoU13 SNORA15 U3 SNORD112 AC010970.1 SNORD77 AL356776.1 SNORA19 U3 Y_RNA SNORD63 Y_RNA Y_RNA SNORA31 ACA59 SNORD112 SNORA25 SNORA70 ACA64 SCARNA17 Y_RNA SNORD33 SCARNA18 Y_RNA snoU109 Y_RNA SNORA33 Y_RNA U3 SNORA40 SNORA31 SNORA73 snoU13 Y_RNA Y_RNA snoU13 SNORD112 SNORD112 SNORA40 Y_RNA snoU13 SNORA31 Y_RNA SNORA63 Y_RNA snoU13 SNORD63 SNORA73 Y_RNA ACA64 AL031594.1 SNORD27 SNORA74 SNORA70 Y_RNA SNORA31 SNORA40 SCARNA18 AL022314.1 SCARNA17 SNORD112 Y_RNA SNORD112 SNORA72 SNORD112 Y_RNA U3 Y_RNA AC020703.1 AC051649.1 SNORA40 U3 SCARNA17 SNORA9 Y_RNA SNORA70 Y_RNA snoR442 SNORA25 Y_RNA SNORA74 AL357514.1 AC007041.1 Y_RNA SCARNA15 Y_RNA SNORD36 SNORA48 SNORD111 SNORA26 SNORA31 U3 SNORA18 Y_RNA Y_RNA SNORD112 SNORA70 snoU13 Y_RNA Vault SNORD28 SNORA25 SNORA31 snoU13 SNORA25 SNORD112 U3 SNORD112 SNORA74 AL391416.1 SCARNA18 Y_RNA Y_RNA AL163193.1 Vault SCARNA16 SNORA31 Y_RNA SNORA31 SNORA40 SNORD112 SNORD112 Y_RNA SNORD112 Y_RNA SNORD112 Y_RNA SNORD112 AC108865.1 snoU13 snoU13 Y_RNA snoU13 SCARNA16 snoMe28S-Am2634 SNORD38 SCARNA21 Y_RNA Y_RNA SNORA18 SNORD67 SNORA31 SNORD112 snoU13 Y_RNA SNORD45 U3 SNORA64 SNORA62 snoU13 SNORA63 Y_RNA AC015971.1 AC007179.2 SNORA68 SNORA27 SNORA43 AC006328.1 SNORA67 SNORD112 Vault Y_RNA SNORD112 SNORD112 SNORA70 Y_RNA Y_RNA snoU13 SNORA70 SNORA73 Y_RNA U3 SNORA31 AC092905.1 U3 SNORA25 SNORD112 SNORD112 SNORD112 SNORD112 SCARNA17 SNORD112 snR65 SCARNA20 SNORA31 SNORA31 AC023050.1 Y_RNA SNORD112 SNORA18 U8 SCARNA18 Y_RNA snoU13 Y_RNA Y_RNA AC079140.1 SNORA70 Y_RNA snoU13 snoU109 SNORD112 AC078993.1 Y_RNA Y_RNA SNORA70 Y_RNA snoU13 U3 Y_RNA Y_RNA SNORA81 snoU13 SNORD59 U3 SNORD112 SNORA20 SCARNA15 SCARNA18 SNORD60 SNORA40 SNORA21 snoU13 U3 SNORA18 SCARNA20 SNORA70 SCARNA11 SNORD112 AL161793.1 Y_RNA Y_RNA SNORD112 Y_RNA Y_RNA Y_RNA Y_RNA SNORA31 SCARNA16 snoU13 SNORA48 SCARNA24 SCARNA20 Y_RNA SNORD19B AC006487.1 SNORD112 Y_RNA U3 SCARNA6 snoU13 SCARNA20 Y_RNA U3 AC135050.1 Y_RNA Y_RNA SNORA48 SCARNA4 snoR442 SCARNA21 SNORD112 snosnR60_Z15 SNORA31 SNORD112 ACA59 SNORD112 Y_RNA SNORA70 SNORD112 SNORA31 Y_RNA Y_RNA SNORA76 Y_RNA SNORA74 Y_RNA SNORA31 U3 SCARNA16 SNORD112 AL357936.1 SNORD112 SNORD112 Y_RNA SNORA70 Y_RNA U3 SNORD116 AC147651.2 SNORA31 SCARNA11 SNORA25 AC068533.1 U8 SNORA76 U3 SNORA31 U3 Y_RNA SNORA70 SNORA31 snR65 SNORA31 SNORA70 SNORA40 SNORA43 SNORA31 U3 SNORA31 SCARNA20 SNORA40 snoZ6 SNORD112 AC021205.1 snoMBII-202 SNORD112 AC007365.2 SCARNA11 Y_RNA SNORA73 U3 SNORA81 SNORD36 Y_RNA AC023632.1 AC117834.1 AC008410.1 AC091096.1 AC099805.1 AC034205.1 AC024568.1 AC010376.1 AC090150.1 MAL2 AC010609.1 AC123767.1 AC090103.1 AC104417.1 AC022861.1 AC018607.1 AC087269.1 AC011363.1 AC055876.2 AC069287.1 AC010319.1 AC130365.1 AC090099.2 AP003730.1 AL050327.1 AC103794.1 AP003498.1 ALG1L9P AP002498.1 AP003064.1 SDHD AF131215.5 SOGA3 AP001266.1 AC110056.1 AL590762.1 Z82188.1 AC109992.1 AC084125.1 AL451105.1 AL121988.1 AL590369.1 AP001062.1 AC034102.1 AC121334.1 AC079949.1 AC093734.1 AC013269.1 AC092745.1 AL513327.1 AC004889.1 AC007450.1 AC104698.1 AL049542.1 AP000244.1 AC092143.1 AC138123.1 AL357673.1 AC092989.1 AL118508.1 AL928654.1 AC019294.1 AL139819.1 AC135776.1 AC084125.2 AL021707.2 AC011933.1 AC008147.1 AC012150.1 AL132780.1 AC008147.2 AC107016.1 AC010203.1 SFTA3 AC087897.1 AC068643.1 AC067735.1 LINC01481 AL110292.1 AC005841.1 ITFG2-AS1 AL132819.1 AL117190.1 AL512791.1 AC007956.1 AC068896.1 AL391152.1 AC103996.1 AL391261.1 AL162511.1 AC112693.1 AL096869.1 AC074091.1 AL157791.1 AL445074.1 AC114546.1 AC021818.1 AC090825.1 AC009997.1 AC093334.1 AL161669.1 AC090519.2 AL117209.1 AC084882.1 AC012050.1 AC027807.1 AC026956.1 AC090825.2 AC012379.1 AC136698.1 AC022558.1 AC015871.1 AC092756.1 AC009065.1 AC009093.1 AL365361.1 AL163952.1 AC120045.1 AC105036.1 AC009065.2 AC107068.1 AC025287.1 AC007611.1 AC132186.1 AC139426.1 AC084262.1 AC093515.1 AC010546.1 AC100756.1 AC068987.1 AC009065.3 AC007333.1 AC009041.1 AL590787.1 AC132872.1 AL359851.1 AC011467.1 AC010207.1 AF213884.3 AC026150.1 AC025284.1 AC061975.1 AC026150.2 AC099506.1 AC009107.1 AC119674.1 AC007347.1 AC116553.1 LINC01238 AC106736.1 AC009061.1 AC016597.1 AC009142.1 GOLGA8M AC012615.1 AC097639.1 AC022872.1 AC008731.1 AC120045.2 AC008555.1 AC130462.1 AC040162.1 AC006111.1 AC139099.1 AL157931.1 AC090079.1 AC100791.1 AC006435.1 AC136932.1 AC040160.1 AC009121.1 AC100791.2 AC027281.1 AC019322.1 AC040173.1 AL133167.1 AC123788.1 AC019205.1 AL354732.1 AC092798.1 AC093844.1 AL158154.1 AL928742.1 AC006145.1 AC131011.1 AC024610.1 AC020892.1 AC012181.1 AL133410.1 AL121899.1 AC079804.2 AL603766.1 AC092104.1 AL603650.1 AL009050.1 AL157871.1 AC097103.1 AC024475.1 AL157407.1 AC073320.1 AL121748.1 AL160291.1 CR786580.1 AC126177.1 AC138304.1 AF235103.1 AC139451.1 AC105402.1 AC009132.1 AC138761.1 AP001178.1 AC027288.1 AC122714.1 SNORD43 AC083906.1 AL031666.1 AC017104.1 SNORA4 AL136418.1 AC061975.2 AC091178.1 AC104986.1 AL390879.1 AC139530.1 AC092634.1 AC080037.1 AC006483.1 AL035250.1 AC004812.1 AC019131.1 AC105398.1 AC116407.1 AP001631.1 AC061975.3 AC091132.2 AC114296.1 SNORA40 AC073127.1 AL121992.1 AC007881.1 AC010196.1 AL136985.1 AP002495.1 AC022616.1 AC034187.1 AC116562.2 AF274855.1 AC104687.1 AC110794.1 AC104306.2 AC126763.1 AC026241.1 AL161751.1 AL590084.1 AC024908.1 AC025300.1 AL391380.1 AC090666.1 AL353803.1 AC011410.1 AC003035.1 AC111194.1 AC020915.1 AC140479.1 AP000936.2 SNORA77 SNORD39 AC007881.2 AC068014.1 AC113195.1 AC006539.1 AC046130.1 snoZ6 AL049745.1 AC008938.1 AC100767.1 AC023824.1 AC061975.4 AC005544.1 AC003001.1 AP001282.1 SNORD95 AC099791.1 AC104012.1 AP000897.1 AL109754.1 AL158069.1 AC004895.1 AL603910.1 AL139022.1 AL354928.1 AC010528.1 AL137224.1 AL136090.1 AP000911.1 AL355490.2 AL050335.1 AC108078.1 AC007919.1 AC005725.1 AC004552.1 AC025470.1 AL390036.1 AL450304.1 AC022819.1 AC099669.1 AC107871.1 AL356756.1 AC018767.1 AL590763.1 AL121753.1 AC011379.1 AL359091.1 AL139300.1 AL590233.1 AC005229.1 AC106771.1 Z98949.1 AC093816.1 AC009035.1 AC113208.1 AC004000.1 AC005549.1 AP001205.1 SNORD39 AC026495.1 AC078864.1 AC024896.1 AC092634.2 AC011450.1 AC073089.1 AC023158.1 AC107016.2 AC026992.1 AC009480.1 AC009831.1 AC011416.1 AC055811.1 AC010247.1 AC145141.2 AF186996.1 AC009081.1 AC092685.1 AL592310.1 AC073587.1 AC073343.2 AC025280.1 AC018804.1 AL591379.1 AC104996.1 AL671883.1 AC084125.3 AL020993.1 AC103740.1 AL391650.1 AC005020.1 snoMe28S-Am2634 AC092332.1 AP001992.1 AC010323.1 AL121987.1 AC099796.1 AC108721.1 AC012362.1 AC090559.1 AC105914.1 AC130689.1 AC004656.1 AC092287.1 Z84488.1 AL109615.1 AC097473.1 AL121594.1 AL512638.1 hsa-mir-3180-3 AC097382.1 AC013275.1 AP005271.1 AC025458.1 AC091043.1 AC004943.1 AC068580.1 AC119751.5 AL590764.1 AC006480.1 AL845321.1 AC093824.1 AC013476.1 AC011897.1 AC069240.1 AC010235.1 AC069280.1 AP003550.1 AP003064.2 AC010595.1 AL049871.1 AC010754.1 AC084357.1 AC007114.1 AC007040.1 AC092832.1 AC087203.1 AC009800.1 AC015820.1 AL133153.1 AC069285.1 AC067805.1 AC073136.1 AP003354.1 AC007389.4 AC097493.1 AC117422.1 AC112719.1 AC091042.1 AC103974.1 AL365181.1 AC009779.1 AP000781.1 AF250324.1 AC007040.2 AC078828.1 AL357515.1 AL606519.1 AC139149.1 AC138965.1 AC103809.1 AL022400.1 AC066612.1 AC007216.1 AL080243.1 AC025678.1 AC092865.2 AC021660.1 AC079340.1 AC116655.1 AL162311.1 hsa-mir-3180-3 AL136380.1 AC061975.5 AC117372.1 AL356019.1 AC019205.2 AC018618.1 AL359771.1 AC092849.1 AC027288.2 AC074389.1 AL122019.1 AC099778.1 AP003385.1 AC025165.1 AL031284.1 AC005288.1 AC105245.1 AC023157.1 AL365214.1 AC007435.1 AC078889.1 AL356020.1 AL049610.1 AL355149.1 AC090692.1 AC022537.1 AL445531.1 AC084859.1 AC145124.1 AC104066.1 AL606923.1 AL117337.1 AC139453.1 snoZ6 AC105339.2 AL139396.1 AC004824.1 AL359922.1 AL033528.1 AL353751.1 MIR4444-1 AP003356.1 AL135791.1 AC061975.6 Z97055.1 AL360007.1 AC083906.2 AP003096.1 AF186996.2 AP002761.1 AL031005.1 AC006116.1 AC067852.1 AC008752.1 AP001010.1 AC005779.1 AC092296.1 AC020663.1 AC011498.1 AC011456.1 AC008747.1 AC008738.1 AC006130.1 AC027307.1 AP001029.1 AC010327.1 AC098848.1 AC010525.1 AC008738.2 AC006557.1 AC011499.1 AC007773.1 AC107993.1 AC011591.1 AC055813.1 AC105105.1 AC061975.7 AC008752.2 AC005702.1 AC027307.2 AC005702.2 AC008752.3 AC010928.1 AC011477.1 AC020934.1 AC092069.1 AC027319.1 AC005702.3 AC008686.1 AC061975.8 POLR2J2 AC010525.2 AC105227.1 AC020922.1 AC011478.1 AL358333.1 AC018755.1 AC092850.1 AC137056.1 AL356740.1 AC121757.1 AL626787.1 AC079354.2 AC004817.1 AC073333.1 AL117190.2 AC008267.1 AC090673.2 AC013469.1 AC022400.2 AC004899.1 AP000695.1 MAGEA9B AP003041.2 AC096582.1 AC016559.1 AC025262.1 AP001094.1 AL441883.1 AC078925.1 AP000688.1 AL031663.1 AC091948.1 AL590483.1 AL591806.1 AC068620.1 AC117395.1 AL645608.1 AC010335.1 AC131935.1 AL035588.1 AC008914.1 AC018630.1 AL035252.1 AC087645.1 AC026461.1 AC012414.1 AP001888.1 AC006115.1 AC126614.1 AL590714.1 AC012485.1 AC003043.1 AC010329.1 AC008948.1 AC026407.1 EMG1 AL160175.1 AL132989.1 AC087477.1 AC018512.1 AC109583.1 AC027309.1 AC012360.1 RAET1E-AS1 AP002353.1 AC073657.1 AC026369.1 AL596220.1 AC016586.1 AC020910.1 AL049829.1 ARL14EPL AC055736.1 AC135983.2 AC011465.1 AL590235.1 AC110615.1 AC011298.1 AC027228.1 AC025278.1 AC132872.2 AL118506.1 AC135048.1 AL360181.1 AC010620.1 AL645922.1 AP003062.1 AC068020.1 AC061992.1 AC108868.1 AC003006.1 AC009041.2 AL160286.1 AC007842.1 AC138517.1 AC099344.1 AC009977.1 AC008555.2 AP003733.1 AC002472.1 AL035681.1 AC092329.1 AL121901.1 AC007216.2 AL137002.1 AC004528.1 AC093157.1 AC010760.1 AC005606.1 AL136376.1 AC024257.1 AL645608.2 AC138393.1 AC020629.1 AC020895.1 AC010139.1 AL096677.1 AL390778.1 AC022210.1 AC092384.1 AC002451.1 AC007919.2 AL137026.1 AC073569.1 AC104057.1 AL590560.1 AL138847.1 AC017081.1 AL121895.1 AC079210.1 AL109659.1 AC009060.1 AL356215.1 AC010327.2 AC015660.1 AL669831.1 AC011453.1 AC092364.2 AC040977.1 AL513477.1 AL162424.1 Z93241.1 AC008536.1 AC090559.2 AC130352.1 AC115286.1 AC093668.1 AC020910.2 AL122127.1 AC013444.2 AL354984.3 AC005000.2 AC012175.1 AC013731.1 AC021749.1 AL031320.1 AL596092.1 AC090953.1 AL355353.1 AL445675.1 AC016727.1 AL645944.1 AC011475.1 AC006380.1 AC012119.1 AC011626.1 AL121655.1 AL080274.1 AL356458.1 AL137190.1 AC023513.1 AL031176.1 AL583832.1 AL031601.1 AL137798.1 AC026740.1 AL031055.1 snoU13 snoU13 SNORA51 AL590822.2 7SK BMS1P4 U3 7SK snoU13 AC012603.1 CYB561D2 AC073508.1 AC137590.1 SNORA35 AC012467.1 AC034236.2 snoU13 U6 5S_rRNA U6 Metazoa_SRP AC034154.1 SNORA62 Metazoa_SRP U1 SNORA74 U6 Metazoa_SRP AC016405.2 Y_RNA AC016575.1 AC005618.1 AC004492.1 Metazoa_SRP AC090186.1 AL137127.1 Metazoa_SRP Y_RNA Y_RNA AL589739.1 SNORD5 snoU13 HIST2H2AA4 Metazoa_SRP AL023583.1 U7 AC136188.1 Metazoa_SRP SNORA25 AL160275.1 Metazoa_SRP 5S_rRNA U6 snoU13 AL121932.1 Metazoa_SRP U6 AC096887.1 snoU13 U6 LINC01115 AC116351.2 5S_rRNA U4 U6 Metazoa_SRP AC025175.1 5S_rRNA U6 U6 snoU13 AL031768.1 Metazoa_SRP U6 Metazoa_SRP AL359091.2 COG8 POLR2J4 AC090425.1 AC046143.2 AC133041.1 AL157904.1 OR7E47P AC009336.1 AL008721.1 AL022328.1 AC104458.1 AC092574.1 AC079834.2 AC093668.2 AL713999.1 AC093865.1 AL355512.1 AL121652.1 AL359736.1 AC091736.1 AC004520.1 AC013468.1 AC069200.1 STPG4 AC017083.3 AC018690.1 AC018755.2 AC069294.1 AC093788.1 AC005358.1 AC100757.1 AL138721.1 AL450423.1 AL590282.1 AL591471.1 AC134878.1 AC005702.4 AC025166.1 AL390240.1 AC009159.1 SNX18P5 AC027348.1 AL161421.1 AC010999.1 AC092111.1 AC105081.1 AL353626.1 AL049539.1 AC090206.1 AC084368.1 AC078899.5 AL158077.1 AL161891.1 AC092117.1 AL353626.2 AL138999.1 AC116165.1 AC090340.1 AC134878.2 AL161772.1 AC108861.1 AC068506.1 AL161645.1 AC005088.1 AC000403.1 AC143336.1 AC092724.1 AP000560.1 AC026797.1 CR381670.1 CR381653.1 AL031602.1 AC079298.1 AL353583.1 AC080080.1 AL160274.1 AC018628.1 AC112504.1 AL356750.1 AL021920.1 AC003681.1 AC068669.1 AL442639.1 AL136967.1 AL645730.1 CR392039.1 CR392039.2 AL353763.1 AC007382.1 AP001340.1 AC131280.1 AC190387.1 AC016251.1 AL391005.1 AC093875.1 AC132068.1 AC069547.1 AC092117.2 AC144522.1 AP001525.1 RN7SKP23 AC118282.4 AL353763.2 AC010297.1 AC073255.1 AC021613.1 AC079753.1 AP002364.1 AL109806.1 AC022532.1 AC018470.1 AC068946.1 CTSLP2 MATR3 AC092574.2 Z98044.1 AL512428.1 AC007241.1 HIST1H3D AC022021.1 AL158175.1 AC012564.1 RN7SK TXNRD3NB DGCR5 AC098650.1 PRSS50 AC131160.1 SCO2 AL391117.1 RABGEF1 LYNX1 TMEM247 AC087269.2 PDE11A
• Timestamp used as random seed: 1631641914396