ExportPCGenes.RdExport selected PC genes.
ExportPCGenes( pca, data.type = c("RNA", "ChIP", "ATAC"), peak.anno.key = c("Promoter", "5' UTR", "3' UTR", "Exon", "Intron", "Downstream", "Distal Intergenic", "All"), pc = 1:5, gene.num = 10 )
| pca | PCA results of |
|---|---|
| data.type | Input data type, choose from RNA, ChIP, ATAC. Default: RNA. |
| peak.anno.key | Peak location, chosen from "Promoter", "5' UTR", "3' UTR", "Exon", "Intron", "Downstream", "Distal Intergenic","All". Default: "Promoter". |
| pc | Specify PC to export genes. Default: 1:5. |
| gene.num | Gene number to export for every PC. Default: 10. |
Dataframe contains PC, Gene and Type (Positive or Negative).
library(DESeq2) library(DEbPeak) count.file <- system.file("extdata", "snon_count.txt", package = "DEbPeak") meta.file <- system.file("extdata", "snon_meta.txt", package = "DEbPeak") count.matrix <- read.table(file = count.file, header = TRUE, sep = "\t") meta.info <- read.table(file = meta.file, header = TRUE) dds <- DESeq2::DESeqDataSetFromMatrix(countData = count.matrix, colData = meta.info, design = ~condition)#> Warning: some variables in design formula are characters, converting to factorskeep.genes <- rowSums(DESeq2::counts(dds, normalized = FALSE)) >= 10 dds <- dds[keep.genes, ] pca_res <- PCA(deobj = dds, transform.method = "rlog")#>#>ExportPCGenes(pca = pca_res, pc = 1:2, gene.num = 200)#>#>#> PC Gene Loadding Type #> 1 PC1 ENSMUSG00000086503.3 0.03681570 Positive #> 2 PC1 ENSMUSG00000020211.15 0.02760310 Positive #> 3 PC1 ENSMUSG00000007670.9 0.02665648 Positive #> 4 PC1 ENSMUSG00000031865.16 0.02508891 Positive #> 5 PC1 ENSMUSG00000015942.9 0.02457686 Positive #> 6 PC1 ENSMUSG00000001911.16 0.02433173 Positive #> 7 PC1 ENSMUSG00000003402.14 0.02418130 Positive #> 8 PC1 ENSMUSG00000030795.18 0.02392318 Positive #> 9 PC1 ENSMUSG00000027496.15 0.02371741 Positive #> 10 PC1 ENSMUSG00000049577.15 0.02305166 Positive #> 11 PC1 ENSMUSG00000041000.8 0.02266957 Positive #> 12 PC1 ENSMUSG00000038252.13 0.02259452 Positive #> 13 PC1 ENSMUSG00000030600.15 0.02245807 Positive #> 14 PC1 ENSMUSG00000040463.16 0.02235178 Positive #> 15 PC1 ENSMUSG00000029546.12 0.02211998 Positive #> 16 PC1 ENSMUSG00000061479.15 0.02157184 Positive #> 17 PC1 ENSMUSG00000019432.15 0.02156827 Positive #> 18 PC1 ENSMUSG00000025403.5 0.02151530 Positive #> 19 PC1 ENSMUSG00000027404.15 0.02150397 Positive #> 20 PC1 ENSMUSG00000003868.14 0.02143629 Positive #> 21 PC1 ENSMUSG00000023944.14 0.02136372 Positive #> 22 PC1 ENSMUSG00000030204.10 0.02128355 Positive #> 23 PC1 ENSMUSG00000022587.14 0.02116640 Positive #> 24 PC1 ENSMUSG00000063524.13 0.02105380 Positive #> 25 PC1 ENSMUSG00000003233.11 0.02100503 Positive #> 26 PC1 ENSMUSG00000029121.15 0.02091902 Positive #> 27 PC1 ENSMUSG00000071658.4 0.02087913 Positive #> 28 PC1 ENSMUSG00000059791.14 0.02079195 Positive #> 29 PC1 ENSMUSG00000020935.8 0.02075130 Positive #> 30 PC1 ENSMUSG00000045763.8 0.02073373 Positive #> 31 PC1 ENSMUSG00000062591.5 0.02073210 Positive #> 32 PC1 ENSMUSG00000038406.17 0.02072684 Positive #> 33 PC1 ENSMUSG00000063146.11 0.02066234 Positive #> 34 PC1 ENSMUSG00000029599.13 0.02050122 Positive #> 35 PC1 ENSMUSG00000060279.14 0.02045249 Positive #> 36 PC1 ENSMUSG00000048385.8 0.02042283 Positive #> 37 PC1 ENSMUSG00000024387.13 0.02040430 Positive #> 38 PC1 ENSMUSG00000036529.17 0.02038645 Positive #> 39 PC1 ENSMUSG00000063511.11 0.02037378 Positive #> 40 PC1 ENSMUSG00000040907.15 0.02034831 Positive #> 41 PC1 ENSMUSG00000003549.9 0.02032291 Positive #> 42 PC1 ENSMUSG00000046470.5 0.02031596 Positive #> 43 PC1 ENSMUSG00000002524.16 0.02031287 Positive #> 44 PC1 ENSMUSG00000059552.13 0.02030778 Positive #> 45 PC1 ENSMUSG00000027509.11 0.02026795 Positive #> 46 PC1 ENSMUSG00000028911.16 0.02021473 Positive #> 47 PC1 ENSMUSG00000037221.13 0.01984274 Positive #> 48 PC1 ENSMUSG00000006398.15 0.01980497 Positive #> 49 PC1 ENSMUSG00000007029.16 0.01976623 Positive #> 50 PC1 ENSMUSG00000025374.13 0.01967103 Positive #> 51 PC1 ENSMUSG00000004100.12 0.01964992 Positive #> 52 PC1 ENSMUSG00000021178.9 0.01964243 Positive #> 53 PC1 ENSMUSG00000048930.12 0.01962958 Positive #> 54 PC1 ENSMUSG00000036882.7 0.01952773 Positive #> 55 PC1 ENSMUSG00000032185.15 0.01951303 Positive #> 56 PC1 ENSMUSG00000005566.14 0.01950049 Positive #> 57 PC1 ENSMUSG00000058966.13 0.01947570 Positive #> 58 PC1 ENSMUSG00000035198.9 0.01943868 Positive #> 59 PC1 ENSMUSG00000039568.6 0.01942012 Positive #> 60 PC1 ENSMUSG00000055932.15 0.01933275 Positive #> 61 PC1 ENSMUSG00000020850.14 0.01928340 Positive #> 62 PC1 ENSMUSG00000030677.8 0.01925240 Positive #> 63 PC1 ENSMUSG00000024392.17 0.01915645 Positive #> 64 PC1 ENSMUSG00000024014.7 0.01914034 Positive #> 65 PC1 ENSMUSG00000071547.4 0.01913537 Positive #> 66 PC1 ENSMUSG00000042388.14 0.01913337 Positive #> 67 PC1 ENSMUSG00000041164.15 0.01910358 Positive #> 68 PC1 ENSMUSG00000013160.7 0.01907664 Positive #> 69 PC1 ENSMUSG00000020898.18 0.01903898 Positive #> 70 PC1 ENSMUSG00000049823.9 0.01902123 Positive #> 71 PC1 ENSMUSG00000051351.14 0.01892132 Positive #> 72 PC1 ENSMUSG00000058301.8 0.01891972 Positive #> 73 PC1 ENSMUSG00000026790.19 0.01889439 Positive #> 74 PC1 ENSMUSG00000001924.15 0.01881576 Positive #> 75 PC1 ENSMUSG00000020549.14 0.01879552 Positive #> 76 PC1 ENSMUSG00000042535.8 0.01879370 Positive #> 77 PC1 ENSMUSG00000023055.9 0.01872532 Positive #> 78 PC1 ENSMUSG00000003534.17 0.01872323 Positive #> 79 PC1 ENSMUSG00000017210.14 0.01871316 Positive #> 80 PC1 ENSMUSG00000053730.15 0.01871041 Positive #> 81 PC1 ENSMUSG00000046791.8 0.01870629 Positive #> 82 PC1 ENSMUSG00000013921.15 0.01869607 Positive #> 83 PC1 ENSMUSG00000003299.10 0.01868424 Positive #> 84 PC1 ENSMUSG00000015478.13 0.01867919 Positive #> 85 PC1 ENSMUSG00000003344.14 0.01858774 Positive #> 86 PC1 ENSMUSG00000035632.16 0.01857634 Positive #> 87 PC1 ENSMUSG00000044927.6 0.01855411 Positive #> 88 PC1 ENSMUSG00000036672.5 0.01854223 Positive #> 89 PC1 ENSMUSG00000024571.14 0.01852670 Positive #> 90 PC1 ENSMUSG00000024560.6 0.01850753 Positive #> 91 PC1 ENSMUSG00000023262.13 0.01846349 Positive #> 92 PC1 ENSMUSG00000024050.15 0.01845425 Positive #> 93 PC1 ENSMUSG00000054256.11 0.01843491 Positive #> 94 PC1 ENSMUSG00000032187.16 0.01843228 Positive #> 95 PC1 ENSMUSG00000020537.9 0.01842468 Positive #> 96 PC1 ENSMUSG00000071644.10 0.01840594 Positive #> 97 PC1 ENSMUSG00000026260.12 0.01836720 Positive #> 98 PC1 ENSMUSG00000029223.12 0.01835011 Positive #> 99 PC1 ENSMUSG00000038279.10 0.01833868 Positive #> 100 PC1 ENSMUSG00000002455.14 0.01832939 Positive #> 101 PC1 ENSMUSG00000025132.13 0.01832053 Positive #> 102 PC1 ENSMUSG00000047904.6 0.01828293 Positive #> 103 PC1 ENSMUSG00000015869.16 0.01827059 Positive #> 104 PC1 ENSMUSG00000003033.15 0.01826949 Positive #> 105 PC1 ENSMUSG00000006024.13 0.01824252 Positive #> 106 PC1 ENSMUSG00000025209.4 0.01821997 Positive #> 107 PC1 ENSMUSG00000039231.18 0.01821728 Positive #> 108 PC1 ENSMUSG00000003435.9 0.01821160 Positive #> 109 PC1 ENSMUSG00000002205.16 0.01820251 Positive #> 110 PC1 ENSMUSG00000025153.9 0.01819021 Positive #> 111 PC1 ENSMUSG00000003269.17 0.01816152 Positive #> 112 PC1 ENSMUSG00000028937.14 0.01816052 Positive #> 113 PC1 ENSMUSG00000004791.7 0.01814541 Positive #> 114 PC1 ENSMUSG00000037217.15 0.01814030 Positive #> 115 PC1 ENSMUSG00000025727.8 0.01809622 Positive #> 116 PC1 ENSMUSG00000026245.16 0.01808344 Positive #> 117 PC1 ENSMUSG00000027395.15 0.01807232 Positive #> 118 PC1 ENSMUSG00000022160.18 0.01805534 Positive #> 119 PC1 ENSMUSG00000019969.14 0.01801519 Positive #> 120 PC1 ENSMUSG00000030411.16 0.01800708 Positive #> 121 PC1 ENSMUSG00000018293.4 0.01800637 Positive #> 122 PC1 ENSMUSG00000034926.3 0.01799165 Positive #> 123 PC1 ENSMUSG00000001229.8 0.01797048 Positive #> 124 PC1 ENSMUSG00000007564.14 0.01796206 Positive #> 125 PC1 ENSMUSG00000001794.13 0.01795938 Positive #> 126 PC1 ENSMUSG00000017999.16 0.01789986 Positive #> 127 PC1 ENSMUSG00000007721.6 0.01788064 Positive #> 128 PC1 ENSMUSG00000006517.5 0.01787437 Positive #> 129 PC1 ENSMUSG00000003429.11 0.01787369 Positive #> 130 PC1 ENSMUSG00000034390.16 0.01786278 Positive #> 131 PC1 ENSMUSG00000054405.14 0.01785672 Positive #> 132 PC1 ENSMUSG00000024426.17 0.01785583 Positive #> 133 PC1 ENSMUSG00000028680.14 0.01782877 Positive #> 134 PC1 ENSMUSG00000003316.14 0.01780393 Positive #> 135 PC1 ENSMUSG00000007867.9 0.01773727 Positive #> 136 PC1 ENSMUSG00000106847.1 0.01773396 Positive #> 137 PC1 ENSMUSG00000028078.14 0.01772591 Positive #> 138 PC1 ENSMUSG00000041729.15 0.01771941 Positive #> 139 PC1 ENSMUSG00000055053.18 0.01771774 Positive #> 140 PC1 ENSMUSG00000057130.11 0.01770202 Positive #> 141 PC1 ENSMUSG00000024590.8 0.01767396 Positive #> 142 PC1 ENSMUSG00000033767.14 0.01765642 Positive #> 143 PC1 ENSMUSG00000020680.15 0.01764253 Positive #> 144 PC1 ENSMUSG00000028822.11 0.01763067 Positive #> 145 PC1 ENSMUSG00000040972.8 0.01761679 Positive #> 146 PC1 ENSMUSG00000020235.16 0.01761482 Positive #> 147 PC1 ENSMUSG00000068101.10 0.01760735 Positive #> 148 PC1 ENSMUSG00000030603.16 0.01760631 Positive #> 149 PC1 ENSMUSG00000042787.14 0.01760496 Positive #> 150 PC1 ENSMUSG00000024665.7 0.01759606 Positive #> 151 PC1 ENSMUSG00000034336.3 0.01759567 Positive #> 152 PC1 ENSMUSG00000059939.13 0.01756350 Positive #> 153 PC1 ENSMUSG00000040258.6 0.01753530 Positive #> 154 PC1 ENSMUSG00000000131.15 0.01752925 Positive #> 155 PC1 ENSMUSG00000011877.13 0.01748212 Positive #> 156 PC1 ENSMUSG00000051251.3 0.01748099 Positive #> 157 PC1 ENSMUSG00000018042.17 0.01747367 Positive #> 158 PC1 ENSMUSG00000029613.15 0.01745610 Positive #> 159 PC1 ENSMUSG00000021279.5 0.01744879 Positive #> 160 PC1 ENSMUSG00000011837.4 0.01744577 Positive #> 161 PC1 ENSMUSG00000034681.16 0.01744105 Positive #> 162 PC1 ENSMUSG00000033099.9 0.01742097 Positive #> 163 PC1 ENSMUSG00000052139.18 0.01735473 Positive #> 164 PC1 ENSMUSG00000027671.14 0.01734600 Positive #> 165 PC1 ENSMUSG00000022191.16 0.01733770 Positive #> 166 PC1 ENSMUSG00000029028.14 0.01733640 Positive #> 167 PC1 ENSMUSG00000024382.13 0.01732495 Positive #> 168 PC1 ENSMUSG00000023009.14 0.01732090 Positive #> 169 PC1 ENSMUSG00000003810.12 0.01731237 Positive #> 170 PC1 ENSMUSG00000046139.7 0.01729579 Positive #> 171 PC1 ENSMUSG00000000552.9 0.01726405 Positive #> 172 PC1 ENSMUSG00000032058.14 0.01726103 Positive #> 173 PC1 ENSMUSG00000027361.15 0.01725270 Positive #> 174 PC1 ENSMUSG00000002833.11 0.01724837 Positive #> 175 PC1 ENSMUSG00000026797.16 0.01723974 Positive #> 176 PC1 ENSMUSG00000024767.11 0.01723751 Positive #> 177 PC1 ENSMUSG00000051768.9 0.01722495 Positive #> 178 PC1 ENSMUSG00000018661.17 0.01715634 Positive #> 179 PC1 ENSMUSG00000020448.16 0.01712991 Positive #> 180 PC1 ENSMUSG00000042632.16 0.01711836 Positive #> 181 PC1 ENSMUSG00000068735.14 0.01710179 Positive #> 182 PC1 ENSMUSG00000022945.11 0.01707653 Positive #> 183 PC1 ENSMUSG00000037020.16 0.01706742 Positive #> 184 PC1 ENSMUSG00000051256.10 0.01705981 Positive #> 185 PC1 ENSMUSG00000034902.17 0.01704340 Positive #> 186 PC1 ENSMUSG00000034748.16 0.01701366 Positive #> 187 PC1 ENSMUSG00000029146.14 0.01698466 Positive #> 188 PC1 ENSMUSG00000003437.14 0.01698359 Positive #> 189 PC1 ENSMUSG00000039771.13 0.01697801 Positive #> 190 PC1 ENSMUSG00000006356.10 0.01695134 Positive #> 191 PC1 ENSMUSG00000019302.16 0.01694971 Positive #> 192 PC1 ENSMUSG00000031862.10 0.01694902 Positive #> 193 PC1 ENSMUSG00000030397.10 0.01692952 Positive #> 194 PC1 ENSMUSG00000038965.15 0.01692713 Positive #> 195 PC1 ENSMUSG00000038520.15 0.01692421 Positive #> 196 PC1 ENSMUSG00000039130.18 0.01691878 Positive #> 197 PC1 ENSMUSG00000053483.13 0.01691250 Positive #> 198 PC1 ENSMUSG00000003779.15 0.01690739 Positive #> 199 PC1 ENSMUSG00000005667.8 0.01689343 Positive #> 200 PC1 ENSMUSG00000030602.13 0.01689050 Positive #> 201 PC1 ENSMUSG00000069045.11 -0.06199858 Negative #> 202 PC1 ENSMUSG00000069049.11 -0.05755229 Negative #> 203 PC1 ENSMUSG00000080811.1 -0.05714796 Negative #> 204 PC1 ENSMUSG00000068457.14 -0.04657686 Negative #> 205 PC1 ENSMUSG00000067336.6 -0.04306366 Negative #> 206 PC1 ENSMUSG00000064351.1 -0.03764916 Negative #> 207 PC1 ENSMUSG00000052033.13 -0.03678238 Negative #> 208 PC1 ENSMUSG00000029209.15 -0.03677708 Negative #> 209 PC1 ENSMUSG00000027087.11 -0.03417230 Negative #> 210 PC1 ENSMUSG00000037361.8 -0.03362957 Negative #> 211 PC1 ENSMUSG00000000948.16 -0.03139707 Negative #> 212 PC1 ENSMUSG00000030629.15 -0.03031325 Negative #> 213 PC1 ENSMUSG00000039221.10 -0.03013276 Negative #> 214 PC1 ENSMUSG00000056673.14 -0.02968435 Negative #> 215 PC1 ENSMUSG00000070639.5 -0.02907982 Negative #> 216 PC1 ENSMUSG00000064370.1 -0.02907324 Negative #> 217 PC1 ENSMUSG00000021754.17 -0.02876025 Negative #> 218 PC1 ENSMUSG00000002617.14 -0.02867663 Negative #> 219 PC1 ENSMUSG00000022048.8 -0.02864528 Negative #> 220 PC1 ENSMUSG00000063663.11 -0.02858819 Negative #> 221 PC1 ENSMUSG00000026721.15 -0.02853084 Negative #> 222 PC1 ENSMUSG00000021714.15 -0.02841637 Negative #> 223 PC1 ENSMUSG00000054604.7 -0.02831445 Negative #> 224 PC1 ENSMUSG00000070880.10 -0.02830432 Negative #> 225 PC1 ENSMUSG00000100826.6 -0.02802579 Negative #> 226 PC1 ENSMUSG00000069743.4 -0.02802094 Negative #> 227 PC1 ENSMUSG00000000787.12 -0.02795743 Negative #> 228 PC1 ENSMUSG00000019966.18 -0.02766084 Negative #> 229 PC1 ENSMUSG00000020460.15 -0.02759203 Negative #> 230 PC1 ENSMUSG00000030647.8 -0.02751158 Negative #> 231 PC1 ENSMUSG00000029563.16 -0.02745591 Negative #> 232 PC1 ENSMUSG00000022105.6 -0.02744312 Negative #> 233 PC1 ENSMUSG00000056537.11 -0.02740381 Negative #> 234 PC1 ENSMUSG00000036977.8 -0.02721227 Negative #> 235 PC1 ENSMUSG00000032238.17 -0.02713112 Negative #> 236 PC1 ENSMUSG00000037608.16 -0.02705899 Negative #> 237 PC1 ENSMUSG00000064115.13 -0.02705167 Negative #> 238 PC1 ENSMUSG00000040254.11 -0.02676283 Negative #> 239 PC1 ENSMUSG00000090553.8 -0.02671184 Negative #> 240 PC1 ENSMUSG00000073643.11 -0.02665387 Negative #> 241 PC1 ENSMUSG00000040433.16 -0.02661249 Negative #> 242 PC1 ENSMUSG00000048495.16 -0.02646045 Negative #> 243 PC1 ENSMUSG00000028249.15 -0.02644736 Negative #> 244 PC1 ENSMUSG00000054752.16 -0.02635018 Negative #> 245 PC1 ENSMUSG00000026610.13 -0.02634950 Negative #> 246 PC1 ENSMUSG00000025326.12 -0.02626859 Negative #> 247 PC1 ENSMUSG00000062949.13 -0.02612883 Negative #> 248 PC1 ENSMUSG00000008489.18 -0.02612611 Negative #> 249 PC1 ENSMUSG00000025862.14 -0.02608893 Negative #> 250 PC1 ENSMUSG00000095432.9 -0.02608303 Negative #> 251 PC1 ENSMUSG00000053347.14 -0.02608269 Negative #> 252 PC1 ENSMUSG00000035236.17 -0.02607323 Negative #> 253 PC1 ENSMUSG00000089774.2 -0.02601405 Negative #> 254 PC1 ENSMUSG00000037531.8 -0.02601355 Negative #> 255 PC1 ENSMUSG00000089768.2 -0.02595968 Negative #> 256 PC1 ENSMUSG00000064339.1 -0.02584642 Negative #> 257 PC1 ENSMUSG00000021775.11 -0.02576087 Negative #> 258 PC1 ENSMUSG00000007989.7 -0.02571499 Negative #> 259 PC1 ENSMUSG00000021945.9 -0.02566499 Negative #> 260 PC1 ENSMUSG00000098087.1 -0.02563778 Negative #> 261 PC1 ENSMUSG00000031231.4 -0.02562007 Negative #> 262 PC1 ENSMUSG00000027792.11 -0.02554076 Negative #> 263 PC1 ENSMUSG00000071267.11 -0.02543926 Negative #> 264 PC1 ENSMUSG00000030016.14 -0.02535717 Negative #> 265 PC1 ENSMUSG00000055373.8 -0.02528948 Negative #> 266 PC1 ENSMUSG00000031246.14 -0.02528875 Negative #> 267 PC1 ENSMUSG00000048970.9 -0.02519007 Negative #> 268 PC1 ENSMUSG00000030291.12 -0.02516574 Negative #> 269 PC1 ENSMUSG00000028549.17 -0.02501398 Negative #> 270 PC1 ENSMUSG00000055733.6 -0.02497711 Negative #> 271 PC1 ENSMUSG00000043463.6 -0.02485768 Negative #> 272 PC1 ENSMUSG00000026384.13 -0.02479693 Negative #> 273 PC1 ENSMUSG00000089907.1 -0.02478980 Negative #> 274 PC1 ENSMUSG00000020362.13 -0.02477731 Negative #> 275 PC1 ENSMUSG00000040929.16 -0.02476771 Negative #> 276 PC1 ENSMUSG00000043542.12 -0.02473978 Negative #> 277 PC1 ENSMUSG00000029918.9 -0.02472421 Negative #> 278 PC1 ENSMUSG00000063787.4 -0.02467144 Negative #> 279 PC1 ENSMUSG00000022139.17 -0.02461768 Negative #> 280 PC1 ENSMUSG00000035840.7 -0.02449087 Negative #> 281 PC1 ENSMUSG00000073427.4 -0.02448625 Negative #> 282 PC1 ENSMUSG00000026904.17 -0.02439709 Negative #> 283 PC1 ENSMUSG00000030759.16 -0.02438443 Negative #> 284 PC1 ENSMUSG00000029571.14 -0.02435598 Negative #> 285 PC1 ENSMUSG00000031093.14 -0.02428978 Negative #> 286 PC1 ENSMUSG00000026163.17 -0.02428264 Negative #> 287 PC1 ENSMUSG00000028271.9 -0.02424697 Negative #> 288 PC1 ENSMUSG00000027499.12 -0.02423305 Negative #> 289 PC1 ENSMUSG00000037355.14 -0.02420917 Negative #> 290 PC1 ENSMUSG00000015222.17 -0.02410710 Negative #> 291 PC1 ENSMUSG00000013663.7 -0.02408313 Negative #> 292 PC1 ENSMUSG00000036466.17 -0.02404128 Negative #> 293 PC1 ENSMUSG00000078307.3 -0.02401817 Negative #> 294 PC1 ENSMUSG00000059588.13 -0.02401684 Negative #> 295 PC1 ENSMUSG00000095362.7 -0.02393553 Negative #> 296 PC1 ENSMUSG00000047141.5 -0.02390171 Negative #> 297 PC1 ENSMUSG00000022940.16 -0.02389207 Negative #> 298 PC1 ENSMUSG00000024411.9 -0.02387692 Negative #> 299 PC1 ENSMUSG00000079641.3 -0.02379622 Negative #> 300 PC1 ENSMUSG00000025777.8 -0.02376858 Negative #> 301 PC1 ENSMUSG00000020948.9 -0.02375041 Negative #> 302 PC1 ENSMUSG00000051177.16 -0.02374629 Negative #> 303 PC1 ENSMUSG00000045180.13 -0.02372485 Negative #> 304 PC1 ENSMUSG00000000058.6 -0.02372477 Negative #> 305 PC1 ENSMUSG00000049164.6 -0.02359968 Negative #> 306 PC1 ENSMUSG00000039997.16 -0.02357175 Negative #> 307 PC1 ENSMUSG00000078495.10 -0.02342845 Negative #> 308 PC1 ENSMUSG00000010803.13 -0.02340030 Negative #> 309 PC1 ENSMUSG00000028572.13 -0.02335993 Negative #> 310 PC1 ENSMUSG00000034317.14 -0.02334645 Negative #> 311 PC1 ENSMUSG00000022051.15 -0.02326942 Negative #> 312 PC1 ENSMUSG00000108414.1 -0.02326906 Negative #> 313 PC1 ENSMUSG00000096433.1 -0.02325984 Negative #> 314 PC1 ENSMUSG00000028222.2 -0.02325822 Negative #> 315 PC1 ENSMUSG00000027679.13 -0.02324445 Negative #> 316 PC1 ENSMUSG00000031285.14 -0.02322854 Negative #> 317 PC1 ENSMUSG00000009470.17 -0.02314176 Negative #> 318 PC1 ENSMUSG00000112280.1 -0.02313990 Negative #> 319 PC1 ENSMUSG00000022674.14 -0.02305668 Negative #> 320 PC1 ENSMUSG00000055531.12 -0.02303832 Negative #> 321 PC1 ENSMUSG00000024614.6 -0.02301390 Negative #> 322 PC1 ENSMUSG00000021390.6 -0.02296668 Negative #> 323 PC1 ENSMUSG00000033964.12 -0.02293549 Negative #> 324 PC1 ENSMUSG00000058331.15 -0.02293497 Negative #> 325 PC1 ENSMUSG00000032253.13 -0.02289961 Negative #> 326 PC1 ENSMUSG00000049421.13 -0.02289809 Negative #> 327 PC1 ENSMUSG00000060988.12 -0.02288334 Negative #> 328 PC1 ENSMUSG00000000266.11 -0.02286980 Negative #> 329 PC1 ENSMUSG00000044807.13 -0.02286757 Negative #> 330 PC1 ENSMUSG00000054162.15 -0.02286633 Negative #> 331 PC1 ENSMUSG00000039704.7 -0.02282488 Negative #> 332 PC1 ENSMUSG00000064345.1 -0.02282323 Negative #> 333 PC1 ENSMUSG00000031290.14 -0.02282049 Negative #> 334 PC1 ENSMUSG00000041688.16 -0.02279535 Negative #> 335 PC1 ENSMUSG00000027763.13 -0.02278008 Negative #> 336 PC1 ENSMUSG00000004798.14 -0.02276751 Negative #> 337 PC1 ENSMUSG00000059142.15 -0.02275459 Negative #> 338 PC1 ENSMUSG00000064341.1 -0.02274056 Negative #> 339 PC1 ENSMUSG00000078784.8 -0.02273085 Negative #> 340 PC1 ENSMUSG00000035133.9 -0.02260768 Negative #> 341 PC1 ENSMUSG00000005397.8 -0.02259235 Negative #> 342 PC1 ENSMUSG00000041685.16 -0.02258031 Negative #> 343 PC1 ENSMUSG00000030386.18 -0.02257743 Negative #> 344 PC1 ENSMUSG00000004698.10 -0.02256111 Negative #> 345 PC1 ENSMUSG00000025255.18 -0.02252858 Negative #> 346 PC1 ENSMUSG00000026977.17 -0.02245707 Negative #> 347 PC1 ENSMUSG00000021745.14 -0.02243567 Negative #> 348 PC1 ENSMUSG00000068748.7 -0.02243175 Negative #> 349 PC1 ENSMUSG00000026064.15 -0.02242957 Negative #> 350 PC1 ENSMUSG00000048720.7 -0.02242467 Negative #> 351 PC1 ENSMUSG00000014956.15 -0.02240099 Negative #> 352 PC1 ENSMUSG00000035992.15 -0.02239328 Negative #> 353 PC1 ENSMUSG00000094320.1 -0.02239158 Negative #> 354 PC1 ENSMUSG00000098557.1 -0.02235396 Negative #> 355 PC1 ENSMUSG00000034912.17 -0.02234012 Negative #> 356 PC1 ENSMUSG00000086429.9 -0.02230725 Negative #> 357 PC1 ENSMUSG00000047534.17 -0.02229777 Negative #> 358 PC1 ENSMUSG00000028347.14 -0.02228115 Negative #> 359 PC1 ENSMUSG00000035305.5 -0.02225366 Negative #> 360 PC1 ENSMUSG00000025245.14 -0.02224182 Negative #> 361 PC1 ENSMUSG00000025666.16 -0.02221749 Negative #> 362 PC1 ENSMUSG00000021301.9 -0.02220499 Negative #> 363 PC1 ENSMUSG00000025529.14 -0.02219316 Negative #> 364 PC1 ENSMUSG00000023919.7 -0.02216216 Negative #> 365 PC1 ENSMUSG00000020794.13 -0.02212497 Negative #> 366 PC1 ENSMUSG00000034488.14 -0.02211743 Negative #> 367 PC1 ENSMUSG00000021377.15 -0.02209278 Negative #> 368 PC1 ENSMUSG00000039697.16 -0.02205996 Negative #> 369 PC1 ENSMUSG00000020650.15 -0.02203312 Negative #> 370 PC1 ENSMUSG00000000581.8 -0.02202342 Negative #> 371 PC1 ENSMUSG00000022119.15 -0.02195399 Negative #> 372 PC1 ENSMUSG00000035476.9 -0.02192753 Negative #> 373 PC1 ENSMUSG00000064360.1 -0.02189855 Negative #> 374 PC1 ENSMUSG00000062078.14 -0.02189013 Negative #> 375 PC1 ENSMUSG00000020436.17 -0.02185951 Negative #> 376 PC1 ENSMUSG00000030077.11 -0.02184298 Negative #> 377 PC1 ENSMUSG00000055022.14 -0.02182716 Negative #> 378 PC1 ENSMUSG00000110277.1 -0.02182482 Negative #> 379 PC1 ENSMUSG00000042032.13 -0.02181967 Negative #> 380 PC1 ENSMUSG00000040822.7 -0.02179367 Negative #> 381 PC1 ENSMUSG00000041245.13 -0.02177687 Negative #> 382 PC1 ENSMUSG00000112160.1 -0.02177179 Negative #> 383 PC1 ENSMUSG00000049804.9 -0.02176621 Negative #> 384 PC1 ENSMUSG00000054693.14 -0.02174894 Negative #> 385 PC1 ENSMUSG00000019817.18 -0.02172197 Negative #> 386 PC1 ENSMUSG00000037795.14 -0.02168270 Negative #> 387 PC1 ENSMUSG00000009535.13 -0.02167115 Negative #> 388 PC1 ENSMUSG00000018846.8 -0.02165941 Negative #> 389 PC1 ENSMUSG00000039735.15 -0.02164973 Negative #> 390 PC1 ENSMUSG00000028175.15 -0.02161124 Negative #> 391 PC1 ENSMUSG00000058748.9 -0.02158634 Negative #> 392 PC1 ENSMUSG00000034473.13 -0.02157153 Negative #> 393 PC1 ENSMUSG00000003226.7 -0.02149201 Negative #> 394 PC1 ENSMUSG00000064367.1 -0.02148539 Negative #> 395 PC1 ENSMUSG00000039286.12 -0.02146192 Negative #> 396 PC1 ENSMUSG00000039016.5 -0.02140922 Negative #> 397 PC1 ENSMUSG00000041483.14 -0.02140243 Negative #> 398 PC1 ENSMUSG00000074093.4 -0.02138188 Negative #> 399 PC1 ENSMUSG00000019874.11 -0.02137454 Negative #> 400 PC1 ENSMUSG00000023892.7 -0.02136244 Negative #> 401 PC2 ENSMUSG00000021256.5 0.03951774 Positive #> 402 PC2 ENSMUSG00000042631.7 0.03863468 Positive #> 403 PC2 ENSMUSG00000045691.14 0.03569942 Positive #> 404 PC2 ENSMUSG00000022594.14 0.03352589 Positive #> 405 PC2 ENSMUSG00000027660.16 0.03302280 Positive #> 406 PC2 ENSMUSG00000029209.15 0.03272866 Positive #> 407 PC2 ENSMUSG00000028007.13 0.03256749 Positive #> 408 PC2 ENSMUSG00000096847.1 0.03078115 Positive #> 409 PC2 ENSMUSG00000025240.9 0.03005433 Positive #> 410 PC2 ENSMUSG00000089682.10 0.02960558 Positive #> 411 PC2 ENSMUSG00000064373.12 0.02937331 Positive #> 412 PC2 ENSMUSG00000027612.7 0.02832284 Positive #> 413 PC2 ENSMUSG00000024736.14 0.02800986 Positive #> 414 PC2 ENSMUSG00000029196.9 0.02773713 Positive #> 415 PC2 ENSMUSG00000052305.6 0.02759170 Positive #> 416 PC2 ENSMUSG00000106205.1 0.02745151 Positive #> 417 PC2 ENSMUSG00000031530.6 0.02724613 Positive #> 418 PC2 ENSMUSG00000029640.17 0.02714844 Positive #> 419 PC2 ENSMUSG00000037251.5 0.02698154 Positive #> 420 PC2 ENSMUSG00000061477.4 0.02697542 Positive #> 421 PC2 ENSMUSG00000073940.3 0.02693229 Positive #> 422 PC2 ENSMUSG00000055725.11 0.02671561 Positive #> 423 PC2 ENSMUSG00000094910.1 0.02668242 Positive #> 424 PC2 ENSMUSG00000033416.15 0.02647212 Positive #> 425 PC2 ENSMUSG00000017639.13 0.02608348 Positive #> 426 PC2 ENSMUSG00000038895.16 0.02605587 Positive #> 427 PC2 ENSMUSG00000033624.10 0.02605115 Positive #> 428 PC2 ENSMUSG00000040446.3 0.02598745 Positive #> 429 PC2 ENSMUSG00000030806.6 0.02598057 Positive #> 430 PC2 ENSMUSG00000059423.13 0.02597271 Positive #> 431 PC2 ENSMUSG00000028212.16 0.02591709 Positive #> 432 PC2 ENSMUSG00000070570.5 0.02565360 Positive #> 433 PC2 ENSMUSG00000054008.8 0.02559563 Positive #> 434 PC2 ENSMUSG00000015750.15 0.02552865 Positive #> 435 PC2 ENSMUSG00000005674.9 0.02549701 Positive #> 436 PC2 ENSMUSG00000097828.2 0.02547504 Positive #> 437 PC2 ENSMUSG00000069814.6 0.02540675 Positive #> 438 PC2 ENSMUSG00000021279.5 0.02531010 Positive #> 439 PC2 ENSMUSG00000047045.17 0.02516741 Positive #> 440 PC2 ENSMUSG00000036450.4 0.02516114 Positive #> 441 PC2 ENSMUSG00000033557.17 0.02505665 Positive #> 442 PC2 ENSMUSG00000046157.13 0.02502424 Positive #> 443 PC2 ENSMUSG00000051079.8 0.02495340 Positive #> 444 PC2 ENSMUSG00000029364.15 0.02489307 Positive #> 445 PC2 ENSMUSG00000097906.1 0.02462022 Positive #> 446 PC2 ENSMUSG00000017418.13 0.02450568 Positive #> 447 PC2 ENSMUSG00000000948.16 0.02440601 Positive #> 448 PC2 ENSMUSG00000068099.4 0.02439157 Positive #> 449 PC2 ENSMUSG00000039678.12 0.02419762 Positive #> 450 PC2 ENSMUSG00000029128.12 0.02417595 Positive #> 451 PC2 ENSMUSG00000098905.2 0.02403670 Positive #> 452 PC2 ENSMUSG00000024248.13 0.02372786 Positive #> 453 PC2 ENSMUSG00000000441.17 0.02363658 Positive #> 454 PC2 ENSMUSG00000043872.14 0.02340790 Positive #> 455 PC2 ENSMUSG00000049580.12 0.02338310 Positive #> 456 PC2 ENSMUSG00000063108.15 0.02327861 Positive #> 457 PC2 ENSMUSG00000046822.12 0.02281369 Positive #> 458 PC2 ENSMUSG00000094441.1 0.02281346 Positive #> 459 PC2 ENSMUSG00000074873.3 0.02281219 Positive #> 460 PC2 ENSMUSG00000078532.9 0.02278191 Positive #> 461 PC2 ENSMUSG00000086708.1 0.02264567 Positive #> 462 PC2 ENSMUSG00000036966.15 0.02262186 Positive #> 463 PC2 ENSMUSG00000039976.4 0.02260718 Positive #> 464 PC2 ENSMUSG00000026181.11 0.02260091 Positive #> 465 PC2 ENSMUSG00000044452.10 0.02259832 Positive #> 466 PC2 ENSMUSG00000052301.14 0.02255870 Positive #> 467 PC2 ENSMUSG00000031425.15 0.02244592 Positive #> 468 PC2 ENSMUSG00000038065.13 0.02240660 Positive #> 469 PC2 ENSMUSG00000056296.17 0.02239521 Positive #> 470 PC2 ENSMUSG00000025870.10 0.02238965 Positive #> 471 PC2 ENSMUSG00000019883.11 0.02232730 Positive #> 472 PC2 ENSMUSG00000027951.16 0.02229991 Positive #> 473 PC2 ENSMUSG00000024897.8 0.02227785 Positive #> 474 PC2 ENSMUSG00000028246.13 0.02226899 Positive #> 475 PC2 ENSMUSG00000045136.6 0.02224623 Positive #> 476 PC2 ENSMUSG00000082536.1 0.02221622 Positive #> 477 PC2 ENSMUSG00000031433.15 0.02221523 Positive #> 478 PC2 ENSMUSG00000037492.16 0.02218051 Positive #> 479 PC2 ENSMUSG00000042066.15 0.02217509 Positive #> 480 PC2 ENSMUSG00000041889.7 0.02217266 Positive #> 481 PC2 ENSMUSG00000028654.13 0.02209276 Positive #> 482 PC2 ENSMUSG00000109780.1 0.02202241 Positive #> 483 PC2 ENSMUSG00000048696.11 0.02200330 Positive #> 484 PC2 ENSMUSG00000001761.7 0.02195776 Positive #> 485 PC2 ENSMUSG00000056116.18 0.02193331 Positive #> 486 PC2 ENSMUSG00000028541.14 0.02190227 Positive #> 487 PC2 ENSMUSG00000024160.16 0.02182552 Positive #> 488 PC2 ENSMUSG00000042743.13 0.02178068 Positive #> 489 PC2 ENSMUSG00000059995.12 0.02177843 Positive #> 490 PC2 ENSMUSG00000018909.15 0.02176581 Positive #> 491 PC2 ENSMUSG00000034190.9 0.02175541 Positive #> 492 PC2 ENSMUSG00000040093.15 0.02170850 Positive #> 493 PC2 ENSMUSG00000019467.15 0.02170297 Positive #> 494 PC2 ENSMUSG00000035840.7 0.02167848 Positive #> 495 PC2 ENSMUSG00000057667.7 0.02166863 Positive #> 496 PC2 ENSMUSG00000002083.13 0.02159692 Positive #> 497 PC2 ENSMUSG00000095362.7 0.02156998 Positive #> 498 PC2 ENSMUSG00000048782.15 0.02147416 Positive #> 499 PC2 ENSMUSG00000038506.13 0.02134418 Positive #> 500 PC2 ENSMUSG00000021067.8 0.02125837 Positive #> 501 PC2 ENSMUSG00000041974.9 0.02123383 Positive #> 502 PC2 ENSMUSG00000018931.3 0.02123066 Positive #> 503 PC2 ENSMUSG00000001988.9 0.02116995 Positive #> 504 PC2 ENSMUSG00000038807.18 0.02113599 Positive #> 505 PC2 ENSMUSG00000009739.16 0.02112587 Positive #> 506 PC2 ENSMUSG00000046897.16 0.02101414 Positive #> 507 PC2 ENSMUSG00000072214.6 0.02101221 Positive #> 508 PC2 ENSMUSG00000090137.8 0.02093229 Positive #> 509 PC2 ENSMUSG00000051451.6 0.02090990 Positive #> 510 PC2 ENSMUSG00000037493.6 0.02082500 Positive #> 511 PC2 ENSMUSG00000031170.14 0.02081829 Positive #> 512 PC2 ENSMUSG00000035640.18 0.02079840 Positive #> 513 PC2 ENSMUSG00000025262.8 0.02078825 Positive #> 514 PC2 ENSMUSG00000039431.16 0.02073161 Positive #> 515 PC2 ENSMUSG00000035960.14 0.02070606 Positive #> 516 PC2 ENSMUSG00000084910.1 0.02052525 Positive #> 517 PC2 ENSMUSG00000068267.5 0.02048924 Positive #> 518 PC2 ENSMUSG00000032182.15 0.02044336 Positive #> 519 PC2 ENSMUSG00000029861.17 0.02042889 Positive #> 520 PC2 ENSMUSG00000016346.17 0.02040224 Positive #> 521 PC2 ENSMUSG00000027835.11 0.02037320 Positive #> 522 PC2 ENSMUSG00000027255.14 0.02036407 Positive #> 523 PC2 ENSMUSG00000052151.12 0.02029304 Positive #> 524 PC2 ENSMUSG00000025270.13 0.02027308 Positive #> 525 PC2 ENSMUSG00000107276.1 0.02024656 Positive #> 526 PC2 ENSMUSG00000031156.18 0.02024627 Positive #> 527 PC2 ENSMUSG00000020684.14 0.02018552 Positive #> 528 PC2 ENSMUSG00000030096.8 0.02007780 Positive #> 529 PC2 ENSMUSG00000020949.9 0.02005952 Positive #> 530 PC2 ENSMUSG00000031910.14 0.01997171 Positive #> 531 PC2 ENSMUSG00000020372.15 0.01991633 Positive #> 532 PC2 ENSMUSG00000004530.12 0.01983575 Positive #> 533 PC2 ENSMUSG00000113836.1 0.01972721 Positive #> 534 PC2 ENSMUSG00000043801.6 0.01970862 Positive #> 535 PC2 ENSMUSG00000015095.12 0.01970573 Positive #> 536 PC2 ENSMUSG00000024130.15 0.01967591 Positive #> 537 PC2 ENSMUSG00000050334.12 0.01962749 Positive #> 538 PC2 ENSMUSG00000001998.15 0.01962568 Positive #> 539 PC2 ENSMUSG00000038886.10 0.01956589 Positive #> 540 PC2 ENSMUSG00000029759.9 0.01953537 Positive #> 541 PC2 ENSMUSG00000074807.2 0.01951729 Positive #> 542 PC2 ENSMUSG00000022992.16 0.01951703 Positive #> 543 PC2 ENSMUSG00000028703.14 0.01946528 Positive #> 544 PC2 ENSMUSG00000078546.8 0.01944570 Positive #> 545 PC2 ENSMUSG00000031974.8 0.01942976 Positive #> 546 PC2 ENSMUSG00000002820.6 0.01942598 Positive #> 547 PC2 ENSMUSG00000056492.6 0.01939676 Positive #> 548 PC2 ENSMUSG00000078877.11 0.01934610 Positive #> 549 PC2 ENSMUSG00000040811.15 0.01931333 Positive #> 550 PC2 ENSMUSG00000069020.9 0.01930739 Positive #> 551 PC2 ENSMUSG00000039662.16 0.01930580 Positive #> 552 PC2 ENSMUSG00000000823.16 0.01929479 Positive #> 553 PC2 ENSMUSG00000032528.5 0.01929307 Positive #> 554 PC2 ENSMUSG00000022772.11 0.01928558 Positive #> 555 PC2 ENSMUSG00000038335.13 0.01918469 Positive #> 556 PC2 ENSMUSG00000039850.16 0.01917316 Positive #> 557 PC2 ENSMUSG00000034006.16 0.01914777 Positive #> 558 PC2 ENSMUSG00000025157.8 0.01914313 Positive #> 559 PC2 ENSMUSG00000033618.6 0.01913074 Positive #> 560 PC2 ENSMUSG00000022415.12 0.01909763 Positive #> 561 PC2 ENSMUSG00000067274.10 0.01906423 Positive #> 562 PC2 ENSMUSG00000029475.17 0.01905631 Positive #> 563 PC2 ENSMUSG00000038390.11 0.01903518 Positive #> 564 PC2 ENSMUSG00000053024.14 0.01901103 Positive #> 565 PC2 ENSMUSG00000073096.11 0.01898389 Positive #> 566 PC2 ENSMUSG00000005893.14 0.01898050 Positive #> 567 PC2 ENSMUSG00000034994.10 0.01895710 Positive #> 568 PC2 ENSMUSG00000027499.12 0.01892321 Positive #> 569 PC2 ENSMUSG00000003420.8 0.01888870 Positive #> 570 PC2 ENSMUSG00000043079.17 0.01886771 Positive #> 571 PC2 ENSMUSG00000029153.11 0.01884576 Positive #> 572 PC2 ENSMUSG00000020265.16 0.01882510 Positive #> 573 PC2 ENSMUSG00000039615.8 0.01876111 Positive #> 574 PC2 ENSMUSG00000056553.14 0.01875918 Positive #> 575 PC2 ENSMUSG00000051390.9 0.01875594 Positive #> 576 PC2 ENSMUSG00000032492.14 0.01871788 Positive #> 577 PC2 ENSMUSG00000022724.15 0.01871611 Positive #> 578 PC2 ENSMUSG00000039233.12 0.01870892 Positive #> 579 PC2 ENSMUSG00000068663.13 0.01869978 Positive #> 580 PC2 ENSMUSG00000114851.1 0.01868017 Positive #> 581 PC2 ENSMUSG00000059713.12 0.01867497 Positive #> 582 PC2 ENSMUSG00000024622.7 0.01865635 Positive #> 583 PC2 ENSMUSG00000037907.16 0.01864568 Positive #> 584 PC2 ENSMUSG00000041708.12 0.01862838 Positive #> 585 PC2 ENSMUSG00000017837.12 0.01859706 Positive #> 586 PC2 ENSMUSG00000054723.5 0.01859676 Positive #> 587 PC2 ENSMUSG00000002393.14 0.01856250 Positive #> 588 PC2 ENSMUSG00000045930.3 0.01855438 Positive #> 589 PC2 ENSMUSG00000049230.8 0.01855180 Positive #> 590 PC2 ENSMUSG00000027792.11 0.01854900 Positive #> 591 PC2 ENSMUSG00000036896.5 0.01852472 Positive #> 592 PC2 ENSMUSG00000037260.8 0.01851750 Positive #> 593 PC2 ENSMUSG00000053080.10 0.01851168 Positive #> 594 PC2 ENSMUSG00000020932.14 0.01850658 Positive #> 595 PC2 ENSMUSG00000021062.15 0.01850108 Positive #> 596 PC2 ENSMUSG00000000530.16 0.01850048 Positive #> 597 PC2 ENSMUSG00000038607.12 0.01845762 Positive #> 598 PC2 ENSMUSG00000010277.7 0.01843525 Positive #> 599 PC2 ENSMUSG00000010342.16 0.01836352 Positive #> 600 PC2 ENSMUSG00000033530.8 0.01832929 Positive #> 601 PC2 ENSMUSG00000080811.1 -0.13744629 Negative #> 602 PC2 ENSMUSG00000079184.10 -0.03864476 Negative #> 603 PC2 ENSMUSG00000021270.13 -0.03627497 Negative #> 604 PC2 ENSMUSG00000104286.1 -0.03569743 Negative #> 605 PC2 ENSMUSG00000028565.18 -0.03350447 Negative #> 606 PC2 ENSMUSG00000049336.16 -0.03328120 Negative #> 607 PC2 ENSMUSG00000033863.1 -0.03239044 Negative #> 608 PC2 ENSMUSG00000026615.14 -0.03055040 Negative #> 609 PC2 ENSMUSG00000045624.15 -0.03009834 Negative #> 610 PC2 ENSMUSG00000063273.11 -0.02996089 Negative #> 611 PC2 ENSMUSG00000034647.14 -0.02978905 Negative #> 612 PC2 ENSMUSG00000081470.1 -0.02926445 Negative #> 613 PC2 ENSMUSG00000025997.13 -0.02866037 Negative #> 614 PC2 ENSMUSG00000078480.3 -0.02857740 Negative #> 615 PC2 ENSMUSG00000024613.16 -0.02837247 Negative #> 616 PC2 ENSMUSG00000061755.10 -0.02829497 Negative #> 617 PC2 ENSMUSG00000029004.15 -0.02825539 Negative #> 618 PC2 ENSMUSG00000014850.15 -0.02817577 Negative #> 619 PC2 ENSMUSG00000113810.1 -0.02793991 Negative #> 620 PC2 ENSMUSG00000025219.13 -0.02762108 Negative #> 621 PC2 ENSMUSG00000000869.12 -0.02758210 Negative #> 622 PC2 ENSMUSG00000097644.1 -0.02709221 Negative #> 623 PC2 ENSMUSG00000020205.8 -0.02705982 Negative #> 624 PC2 ENSMUSG00000024483.18 -0.02692323 Negative #> 625 PC2 ENSMUSG00000109162.1 -0.02681695 Negative #> 626 PC2 ENSMUSG00000026083.12 -0.02664140 Negative #> 627 PC2 ENSMUSG00000106864.3 -0.02662451 Negative #> 628 PC2 ENSMUSG00000010608.15 -0.02657823 Negative #> 629 PC2 ENSMUSG00000028760.16 -0.02648901 Negative #> 630 PC2 ENSMUSG00000038718.15 -0.02642027 Negative #> 631 PC2 ENSMUSG00000041235.12 -0.02636897 Negative #> 632 PC2 ENSMUSG00000032254.10 -0.02626771 Negative #> 633 PC2 ENSMUSG00000031119.4 -0.02625172 Negative #> 634 PC2 ENSMUSG00000063808.14 -0.02623911 Negative #> 635 PC2 ENSMUSG00000020721.16 -0.02613023 Negative #> 636 PC2 ENSMUSG00000074634.12 -0.02590087 Negative #> 637 PC2 ENSMUSG00000019943.10 -0.02577873 Negative #> 638 PC2 ENSMUSG00000022708.16 -0.02575156 Negative #> 639 PC2 ENSMUSG00000007080.14 -0.02552591 Negative #> 640 PC2 ENSMUSG00000022528.7 -0.02510318 Negative #> 641 PC2 ENSMUSG00000021392.8 -0.02507423 Negative #> 642 PC2 ENSMUSG00000022858.15 -0.02506244 Negative #> 643 PC2 ENSMUSG00000034349.14 -0.02489007 Negative #> 644 PC2 ENSMUSG00000042605.16 -0.02465417 Negative #> 645 PC2 ENSMUSG00000028399.18 -0.02463511 Negative #> 646 PC2 ENSMUSG00000015942.9 -0.02459261 Negative #> 647 PC2 ENSMUSG00000007097.14 -0.02456033 Negative #> 648 PC2 ENSMUSG00000046179.17 -0.02439124 Negative #> 649 PC2 ENSMUSG00000029563.16 -0.02438668 Negative #> 650 PC2 ENSMUSG00000050705.15 -0.02426545 Negative #> 651 PC2 ENSMUSG00000042079.13 -0.02418891 Negative #> 652 PC2 ENSMUSG00000026155.13 -0.02412381 Negative #> 653 PC2 ENSMUSG00000026193.15 -0.02408057 Negative #> 654 PC2 ENSMUSG00000004356.8 -0.02407745 Negative #> 655 PC2 ENSMUSG00000020863.15 -0.02395556 Negative #> 656 PC2 ENSMUSG00000042308.14 -0.02385730 Negative #> 657 PC2 ENSMUSG00000020000.7 -0.02384768 Negative #> 658 PC2 ENSMUSG00000017550.14 -0.02382612 Negative #> 659 PC2 ENSMUSG00000051224.13 -0.02373466 Negative #> 660 PC2 ENSMUSG00000020441.6 -0.02373402 Negative #> 661 PC2 ENSMUSG00000104508.1 -0.02346946 Negative #> 662 PC2 ENSMUSG00000039620.17 -0.02345983 Negative #> 663 PC2 ENSMUSG00000064080.12 -0.02328678 Negative #> 664 PC2 ENSMUSG00000017146.12 -0.02317023 Negative #> 665 PC2 ENSMUSG00000060572.17 -0.02293953 Negative #> 666 PC2 ENSMUSG00000033499.14 -0.02286987 Negative #> 667 PC2 ENSMUSG00000052707.8 -0.02278214 Negative #> 668 PC2 ENSMUSG00000049422.7 -0.02273872 Negative #> 669 PC2 ENSMUSG00000005198.15 -0.02268610 Negative #> 670 PC2 ENSMUSG00000020074.7 -0.02268191 Negative #> 671 PC2 ENSMUSG00000014813.9 -0.02268083 Negative #> 672 PC2 ENSMUSG00000041220.10 -0.02267185 Negative #> 673 PC2 ENSMUSG00000022961.17 -0.02261948 Negative #> 674 PC2 ENSMUSG00000055204.15 -0.02259901 Negative #> 675 PC2 ENSMUSG00000025727.8 -0.02246132 Negative #> 676 PC2 ENSMUSG00000006586.15 -0.02238745 Negative #> 677 PC2 ENSMUSG00000025856.15 -0.02232826 Negative #> 678 PC2 ENSMUSG00000106944.1 -0.02209584 Negative #> 679 PC2 ENSMUSG00000024691.13 -0.02208406 Negative #> 680 PC2 ENSMUSG00000034109.15 -0.02187280 Negative #> 681 PC2 ENSMUSG00000022636.13 -0.02183473 Negative #> 682 PC2 ENSMUSG00000029014.14 -0.02181965 Negative #> 683 PC2 ENSMUSG00000020530.14 -0.02167527 Negative #> 684 PC2 ENSMUSG00000037962.7 -0.02165869 Negative #> 685 PC2 ENSMUSG00000041020.14 -0.02160968 Negative #> 686 PC2 ENSMUSG00000025008.15 -0.02159353 Negative #> 687 PC2 ENSMUSG00000104449.1 -0.02155238 Negative #> 688 PC2 ENSMUSG00000032212.10 -0.02152994 Negative #> 689 PC2 ENSMUSG00000022983.15 -0.02152572 Negative #> 690 PC2 ENSMUSG00000040481.17 -0.02151823 Negative #> 691 PC2 ENSMUSG00000036867.7 -0.02150774 Negative #> 692 PC2 ENSMUSG00000021115.15 -0.02148235 Negative #> 693 PC2 ENSMUSG00000059974.10 -0.02145933 Negative #> 694 PC2 ENSMUSG00000020053.18 -0.02140767 Negative #> 695 PC2 ENSMUSG00000056258.9 -0.02132271 Negative #> 696 PC2 ENSMUSG00000038602.7 -0.02127225 Negative #> 697 PC2 ENSMUSG00000029093.14 -0.02126917 Negative #> 698 PC2 ENSMUSG00000037736.18 -0.02123051 Negative #> 699 PC2 ENSMUSG00000036572.16 -0.02121335 Negative #> 700 PC2 ENSMUSG00000091509.7 -0.02120834 Negative #> 701 PC2 ENSMUSG00000004630.18 -0.02119730 Negative #> 702 PC2 ENSMUSG00000105201.1 -0.02116018 Negative #> 703 PC2 ENSMUSG00000028289.12 -0.02115449 Negative #> 704 PC2 ENSMUSG00000026312.17 -0.02107529 Negative #> 705 PC2 ENSMUSG00000035021.13 -0.02104979 Negative #> 706 PC2 ENSMUSG00000030067.17 -0.02099796 Negative #> 707 PC2 ENSMUSG00000022969.13 -0.02099739 Negative #> 708 PC2 ENSMUSG00000041859.10 -0.02099207 Negative #> 709 PC2 ENSMUSG00000025571.13 -0.02097144 Negative #> 710 PC2 ENSMUSG00000030621.17 -0.02091751 Negative #> 711 PC2 ENSMUSG00000037474.13 -0.02091332 Negative #> 712 PC2 ENSMUSG00000036885.14 -0.02090979 Negative #> 713 PC2 ENSMUSG00000004791.7 -0.02090867 Negative #> 714 PC2 ENSMUSG00000025782.12 -0.02086779 Negative #> 715 PC2 ENSMUSG00000047649.9 -0.02085788 Negative #> 716 PC2 ENSMUSG00000022687.12 -0.02085428 Negative #> 717 PC2 ENSMUSG00000027012.15 -0.02085000 Negative #> 718 PC2 ENSMUSG00000039781.14 -0.02084993 Negative #> 719 PC2 ENSMUSG00000030059.15 -0.02084592 Negative #> 720 PC2 ENSMUSG00000048222.3 -0.02080136 Negative #> 721 PC2 ENSMUSG00000070544.6 -0.02078855 Negative #> 722 PC2 ENSMUSG00000024290.8 -0.02078327 Negative #> 723 PC2 ENSMUSG00000069601.14 -0.02077367 Negative #> 724 PC2 ENSMUSG00000033237.18 -0.02074081 Negative #> 725 PC2 ENSMUSG00000039117.16 -0.02069050 Negative #> 726 PC2 ENSMUSG00000022781.8 -0.02065683 Negative #> 727 PC2 ENSMUSG00000039629.14 -0.02064782 Negative #> 728 PC2 ENSMUSG00000025995.16 -0.02055261 Negative #> 729 PC2 ENSMUSG00000045328.11 -0.02053854 Negative #> 730 PC2 ENSMUSG00000033214.10 -0.02052922 Negative #> 731 PC2 ENSMUSG00000026235.14 -0.02045590 Negative #> 732 PC2 ENSMUSG00000034459.8 -0.02044417 Negative #> 733 PC2 ENSMUSG00000036422.10 -0.02044155 Negative #> 734 PC2 ENSMUSG00000031107.6 -0.02044133 Negative #> 735 PC2 ENSMUSG00000030754.9 -0.02043490 Negative #> 736 PC2 ENSMUSG00000031681.16 -0.02039979 Negative #> 737 PC2 ENSMUSG00000068154.5 -0.02037952 Negative #> 738 PC2 ENSMUSG00000036591.15 -0.02034457 Negative #> 739 PC2 ENSMUSG00000039103.12 -0.02033782 Negative #> 740 PC2 ENSMUSG00000033952.14 -0.02032319 Negative #> 741 PC2 ENSMUSG00000079157.4 -0.02030580 Negative #> 742 PC2 ENSMUSG00000041135.15 -0.02030068 Negative #> 743 PC2 ENSMUSG00000005533.10 -0.02029585 Negative #> 744 PC2 ENSMUSG00000050248.11 -0.02026855 Negative #> 745 PC2 ENSMUSG00000014329.14 -0.02016250 Negative #> 746 PC2 ENSMUSG00000028291.7 -0.02011780 Negative #> 747 PC2 ENSMUSG00000055024.12 -0.02001928 Negative #> 748 PC2 ENSMUSG00000063550.8 -0.02001403 Negative #> 749 PC2 ENSMUSG00000060938.14 -0.01981595 Negative #> 750 PC2 ENSMUSG00000045440.4 -0.01980906 Negative #> 751 PC2 ENSMUSG00000043456.16 -0.01980081 Negative #> 752 PC2 ENSMUSG00000102331.1 -0.01974132 Negative #> 753 PC2 ENSMUSG00000089847.8 -0.01967157 Negative #> 754 PC2 ENSMUSG00000037355.14 -0.01966568 Negative #> 755 PC2 ENSMUSG00000023192.12 -0.01965739 Negative #> 756 PC2 ENSMUSG00000034601.17 -0.01960428 Negative #> 757 PC2 ENSMUSG00000073643.11 -0.01956711 Negative #> 758 PC2 ENSMUSG00000020649.11 -0.01955897 Negative #> 759 PC2 ENSMUSG00000102386.1 -0.01955868 Negative #> 760 PC2 ENSMUSG00000044164.2 -0.01951385 Negative #> 761 PC2 ENSMUSG00000101609.1 -0.01947023 Negative #> 762 PC2 ENSMUSG00000085030.1 -0.01945151 Negative #> 763 PC2 ENSMUSG00000022240.10 -0.01944945 Negative #> 764 PC2 ENSMUSG00000022935.16 -0.01937605 Negative #> 765 PC2 ENSMUSG00000035024.16 -0.01933914 Negative #> 766 PC2 ENSMUSG00000032571.14 -0.01930165 Negative #> 767 PC2 ENSMUSG00000019935.16 -0.01929117 Negative #> 768 PC2 ENSMUSG00000000031.16 -0.01927026 Negative #> 769 PC2 ENSMUSG00000027221.5 -0.01925440 Negative #> 770 PC2 ENSMUSG00000031403.14 -0.01925378 Negative #> 771 PC2 ENSMUSG00000022035.6 -0.01925097 Negative #> 772 PC2 ENSMUSG00000006715.11 -0.01922490 Negative #> 773 PC2 ENSMUSG00000031578.5 -0.01919686 Negative #> 774 PC2 ENSMUSG00000000567.5 -0.01917608 Negative #> 775 PC2 ENSMUSG00000037313.16 -0.01916813 Negative #> 776 PC2 ENSMUSG00000030867.7 -0.01915560 Negative #> 777 PC2 ENSMUSG00000046982.10 -0.01913620 Negative #> 778 PC2 ENSMUSG00000042489.15 -0.01912368 Negative #> 779 PC2 ENSMUSG00000041219.14 -0.01910996 Negative #> 780 PC2 ENSMUSG00000106446.1 -0.01908169 Negative #> 781 PC2 ENSMUSG00000038393.14 -0.01904528 Negative #> 782 PC2 ENSMUSG00000034906.15 -0.01901806 Negative #> 783 PC2 ENSMUSG00000078517.12 -0.01899401 Negative #> 784 PC2 ENSMUSG00000022141.6 -0.01898338 Negative #> 785 PC2 ENSMUSG00000035898.13 -0.01897206 Negative #> 786 PC2 ENSMUSG00000027796.2 -0.01893932 Negative #> 787 PC2 ENSMUSG00000032407.14 -0.01891490 Negative #> 788 PC2 ENSMUSG00000056394.17 -0.01891351 Negative #> 789 PC2 ENSMUSG00000057234.9 -0.01890184 Negative #> 790 PC2 ENSMUSG00000075014.1 -0.01887853 Negative #> 791 PC2 ENSMUSG00000039414.9 -0.01886184 Negative #> 792 PC2 ENSMUSG00000002870.8 -0.01883266 Negative #> 793 PC2 ENSMUSG00000071176.10 -0.01881489 Negative #> 794 PC2 ENSMUSG00000024960.8 -0.01871062 Negative #> 795 PC2 ENSMUSG00000036606.16 -0.01866955 Negative #> 796 PC2 ENSMUSG00000038379.15 -0.01866500 Negative #> 797 PC2 ENSMUSG00000028248.15 -0.01861774 Negative #> 798 PC2 ENSMUSG00000033900.13 -0.01861611 Negative #> 799 PC2 ENSMUSG00000021028.8 -0.01859457 Negative #> 800 PC2 ENSMUSG00000045319.13 -0.01854700 Negative