class: center, middle, inverse, title-slide # Язык R и его применение в биоинформатике ### Анна Валяева, Анастасия Жарикова ### 10.12.2021 --- class: inverse, center, middle # Функциональная аннотация генов --- ``` # A tibble: 109 x 3 geneID padj log2FoldChange <chr> <dbl> <dbl> 1 ENSRNOG00000018899 1.15e- 2 -0.492 2 ENSRNOG00000016325 5.37e- 3 -0.219 3 ENSRNOG00000032737 2.82e- 5 -0.526 4 ENSRNOG00000031197 4.51e- 2 0.358 5 ENSRNOG00000013738 3.12e- 2 -0.394 6 ENSRNOG00000025731 7.47e- 7 0.887 7 ENSRNOG00000018584 7.47e- 7 0.887 8 ENSRNOG00000043131 1.76e- 2 0.666 9 ENSRNOG00000013874 3.92e- 2 -0.526 10 ENSRNOG00000033517 1.88e-13 1.07 # ... with 99 more rows ``` --- ## Конвертация gene IDs ```r clusterProfiler::bitr( geneID = rats_res$geneID, # вектор gene IDs fromType = "ENSEMBL", # откуда toType = c("SYMBOL", "ENTREZID"), # куда OrgDb = "org.Rn.eg.db") # какой модельный организм ``` ``` ENSEMBL SYMBOL ENTREZID 1 ENSRNOG00000051235 C2 24231 2 ENSRNOG00000046834 C3 24232 3 ENSRNOG00000018899 C5 362119 4 ENSRNOG00000024115 C6 24237 5 ENSRNOG00000061379 C7 117517 6 ENSRNOG00000013736 C9 117512 7 ENSRNOG00000033444 F10 29243 8 ENSRNOG00000013684 F11 290757 9 ENSRNOG00000015139 F12 306761 10 ENSRNOG00000016325 F2 29251 11 ENSRNOG00000011800 F3 25584 12 ENSRNOG00000057855 F5 304929 13 ENSRNOG00000032737 F7 260320 14 ENSRNOG00000031197 F8 302470 15 ENSRNOG00000003430 F9 24946 16 ENSRNOG00000062231 FAM120C 317423 17 ENSRNOG00000002918 FAM187A 287741 18 ENSRNOG00000039658 G4 406868 19 ENSRNOG00000025463 LOC100125362 100125362 20 ENSRNOG00000015597 LOC100125364 100125364 21 ENSRNOG00000005558 LOC100125367 100125367 22 ENSRNOG00000043289 LOC100125368 100125368 23 ENSRNOG00000045720 LOC100125384 100125384 24 ENSRNOG00000045720 LOC103690168 103690168 25 ENSRNOG00000061299 LOC100134871 100134871 26 ENSRNOG00000013738 LOC100174910 100174910 27 ENSRNOG00000042706 LOC100271845 100271845 28 ENSRNOG00000012204 LOC100294508 100294508 29 ENSRNOG00000049537 LOC100302372 100302372 30 ENSRNOG00000027542 LOC100302465 100302465 31 ENSRNOG00000046342 LOC100359503 100359503 32 ENSRNOG00000032807 LOC100359505 100359505 33 ENSRNOG00000008450 LOC100359539 100359539 34 ENSRNOG00000037978 LOC100359550 100359550 35 ENSRNOG00000029843 LOC100359563 100359563 36 ENSRNOG00000047040 Lhb 25329 37 ENSRNOG00000047040 LOC100359572 100359572 38 ENSRNOG00000025154 LOC100359574 100359574 39 ENSRNOG00000006762 Snu13 300092 40 ENSRNOG00000006762 LOC100359574 100359574 41 ENSRNOG00000025731 LOC100359583 100359583 42 ENSRNOG00000018584 Ptma 29222 43 ENSRNOG00000018584 LOC100359583 100359583 44 ENSRNOG00000046714 LOC301165 301165 45 ENSRNOG00000046714 LOC100359586 100359586 46 ENSRNOG00000030058 LOC100359600 100359600 47 ENSRNOG00000055777 LOC100359616 100359616 48 ENSRNOG00000029090 LOC100359656 100359656 49 ENSRNOG00000033776 LOC100359668 100359668 50 ENSRNOG00000040039 LOC100359671 100359671 51 ENSRNOG00000045785 LOC100359687 100359687 52 ENSRNOG00000038241 LOC100359752 100359752 53 ENSRNOG00000043422 LOC100359777 100359777 54 ENSRNOG00000050047 LOC100359907 100359907 55 ENSRNOG00000013579 LOC100359916 100359916 56 ENSRNOG00000049218 LOC100359924 100359924 57 ENSRNOG00000028852 LOC100359930 100359930 58 ENSRNOG00000019425 Gabarapl2 64670 59 ENSRNOG00000019425 LOC100359937 100359937 60 ENSRNOG00000030345 LOC100359951 100359951 61 ENSRNOG00000029627 LOC100359951 100359951 62 ENSRNOG00000029627 LOC100362149 100362149 63 ENSRNOG00000029627 LOC100362684 100362684 64 ENSRNOG00000048885 LOC100359968 100359968 65 ENSRNOG00000047732 Paep 100169711 66 ENSRNOG00000047732 LOC100359989 100359989 67 ENSRNOG00000047732 LOC108348105 108348105 68 ENSRNOG00000046322 LOC100360049 100360049 69 ENSRNOG00000028747 LOC100360057 100360057 70 ENSRNOG00000011104 Rpl22 81768 71 ENSRNOG00000011104 LOC100360057 100360057 72 ENSRNOG00000031506 LOC100360087 100360087 73 ENSRNOG00000043131 LOC100360095 100360095 74 ENSRNOG00000032635 LOC100360117 100360117 75 ENSRNOG00000032635 LOC108348142 108348142 76 ENSRNOG00000048341 LOC688335 688335 77 ENSRNOG00000048341 LOC100360143 100360143 78 ENSRNOG00000049188 LOC688335 688335 79 ENSRNOG00000049188 LOC100360143 100360143 80 ENSRNOG00000049910 LOC688335 688335 81 ENSRNOG00000049910 LOC100360143 100360143 82 ENSRNOG00000049910 LOC100911945 100911945 83 ENSRNOG00000000985 Cpsf4 304277 84 ENSRNOG00000000985 LOC100360200 100360200 85 ENSRNOG00000001713 LOC100360218 100360218 86 ENSRNOG00000013170 Il13ra1 252963 87 ENSRNOG00000013170 LOC100360218 100360218 88 ENSRNOG00000037801 LOC100360238 100360238 89 ENSRNOG00000029808 LOC100360244 100360244 90 ENSRNOG00000029341 LOC100360290 100360290 91 ENSRNOG00000061094 LOC100360296 100360296 92 ENSRNOG00000051615 Hmgn2 114637 93 ENSRNOG00000051615 LOC100360316 100360316 94 ENSRNOG00000051333 LOC100360396 100360396 95 ENSRNOG00000051885 LOC100360413 100360413 96 ENSRNOG00000029560 LOC100360439 100360439 97 ENSRNOG00000030476 LOC100360449 100360449 98 ENSRNOG00000026716 Rpl9 29257 99 ENSRNOG00000026716 LOC100360449 100360449 100 ENSRNOG00000026716 LOC100364457 100364457 101 ENSRNOG00000061438 LOC100360491 100360491 102 ENSRNOG00000006283 LOC100359922 100359922 103 ENSRNOG00000006283 LOC100360491 100360491 104 ENSRNOG00000006283 LOC100361259 100361259 105 ENSRNOG00000006283 LOC100362400 100362400 106 ENSRNOG00000047848 Cbr1 29224 107 ENSRNOG00000047848 LOC100360507 100360507 108 ENSRNOG00000013874 Rplp1 140661 109 ENSRNOG00000013874 LOC100360522 100360522 110 ENSRNOG00000048805 LOC100360557 100360557 111 ENSRNOG00000020093 LOC100360573 100360573 112 ENSRNOG00000016411 Rps12 65139 113 ENSRNOG00000016411 LOC100360573 100360573 114 ENSRNOG00000057095 LOC100360577 100360577 115 ENSRNOG00000057095 Hoxa4 100912525 116 ENSRNOG00000049380 LOC100360601 100360601 117 ENSRNOG00000053623 LOC100360619 100360619 118 ENSRNOG00000046393 LOC687780 687780 119 ENSRNOG00000046393 LOC100360647 100360647 120 ENSRNOG00000048958 LOC100360654 100360654 121 ENSRNOG00000049161 LOC100360690 100360690 122 ENSRNOG00000030374 LOC100360750 100360750 123 ENSRNOG00000049370 Lsm6 498934 124 ENSRNOG00000049370 LOC100360750 100360750 125 ENSRNOG00000034180 LOC100360781 100360781 126 ENSRNOG00000033803 Rpl37 81770 127 ENSRNOG00000033803 LOC100360781 100360781 128 ENSRNOG00000033803 LOC100360841 100360841 129 ENSRNOG00000021694 LOC100360790 100360790 130 ENSRNOG00000033517 LOC100360791 100360791 131 ENSRNOG00000022601 LOC100360821 100360821 132 ENSRNOG00000023086 Arpp19 60336 133 ENSRNOG00000023086 LOC100360828 100360828 134 ENSRNOG00000011827 LOC100360846 100360846 135 ENSRNOG00000043249 Pde4c 290646 136 ENSRNOG00000043249 LOC100360908 100360908 137 ENSRNOG00000036981 LOC100360933 100360933 138 ENSRNOG00000008548 LOC100360940 100360940 139 ENSRNOG00000057690 Hist1h4m 291152 140 ENSRNOG00000057690 Hist1h2ao 364723 141 ENSRNOG00000057690 Hist2h4a 502913 142 ENSRNOG00000057690 LOC100360950 100360950 143 ENSRNOG00000057690 LOC100912564 100912564 144 ENSRNOG00000022490 LOC100361008 100361008 145 ENSRNOG00000021972 LOC100361016 100361016 146 ENSRNOG00000046494 LOC100361018 100361018 147 ENSRNOG00000004090 LOC100361025 100361025 148 ENSRNOG00000038274 LOC100361052 100361052 149 ENSRNOG00000031947 LOC100361060 100361060 150 ENSRNOG00000022652 LOC100361067 100361067 151 ENSRNOG00000042929 Nos1ap 192363 152 ENSRNOG00000042929 LOC100361087 100361087 153 ENSRNOG00000021867 LOC100361098 100361098 154 ENSRNOG00000053780 LOC100361139 100361139 155 ENSRNOG00000059302 LOC100361143 100361143 156 ENSRNOG00000028690 LOC100361180 100361180 157 ENSRNOG00000028690 LOC100362366 100362366 158 ENSRNOG00000028690 LOC100365810 100365810 159 ENSRNOG00000033839 Olr1191 405336 160 ENSRNOG00000033839 LOC100361194 100361194 161 ENSRNOG00000049099 LOC100361240 100361240 162 ENSRNOG00000055911 LOC100361259 100361259 163 ENSRNOG00000025211 LOC100361265 100361265 164 ENSRNOG00000030601 LOC100361388 100361388 165 ENSRNOG00000053452 Actg1 287876 166 ENSRNOG00000053452 Potef 684969 167 ENSRNOG00000053452 LOC100361457 100361457 168 ENSRNOG00000046675 Gpbp1l2 680460 169 ENSRNOG00000046675 LOC689229 689229 170 ENSRNOG00000046675 LOC100361476 100361476 171 ENSRNOG00000046675 LOC100361636 100361636 172 ENSRNOG00000001466 LOC100361492 100361492 173 ENSRNOG00000042752 LOC100361537 100361537 174 ENSRNOG00000020016 Lamtor1 308869 175 ENSRNOG00000020016 LOC100361543 100361543 176 ENSRNOG00000054181 LOC100361547 100361547 177 ENSRNOG00000033346 LOC689229 689229 178 ENSRNOG00000033346 LOC100361636 100361636 179 ENSRNOG00000029978 Olr122 293258 180 ENSRNOG00000029978 LOC100361642 100361642 181 ENSRNOG00000031951 LOC100361645 100361645 182 ENSRNOG00000003266 LOC100361655 100361655 183 ENSRNOG00000001220 LOC100361664 100361664 184 ENSRNOG00000042956 LOC100361702 100361702 185 ENSRNOG00000058590 LOC100361706 100361706 186 ENSRNOG00000050700 LOC100361713 100361713 187 ENSRNOG00000046323 LOC100361739 100361739 188 ENSRNOG00000051310 LOC100361756 100361756 189 ENSRNOG00000029512 LOC100361756 100361756 190 ENSRNOG00000029512 LOC100361854 100361854 191 ENSRNOG00000058151 LOC100361793 100361793 192 ENSRNOG00000039445 LOC100361828 100361828 193 ENSRNOG00000032518 LOC100361833 100361833 194 ENSRNOG00000053457 LOC100361866 100361866 195 ENSRNOG00000033038 LOC100361898 100361898 196 ENSRNOG00000022466 Chchd4 312559 197 ENSRNOG00000022466 LOC100361898 100361898 198 ENSRNOG00000052604 LOC100361907 100361907 199 ENSRNOG00000056651 LOC100361913 100361913 200 ENSRNOG00000056651 LOC103690068 103690068 201 ENSRNOG00000052174 LOC100361920 100361920 202 ENSRNOG00000034182 LOC100361934 100361934 203 ENSRNOG00000029172 LOC100361944 100361944 204 ENSRNOG00000022144 LOC100361993 100361993 205 ENSRNOG00000042449 Cdc42se2 691031 206 ENSRNOG00000042449 LOC100362023 100362023 207 ENSRNOG00000032825 LOC100362027 100362027 208 ENSRNOG00000030738 LOC100362040 100362040 209 ENSRNOG00000031178 LOC100362054 100362054 210 ENSRNOG00000037673 LOC100362069 100362069 211 ENSRNOG00000024026 LOC100362078 100362078 212 ENSRNOG00000030150 LOC100362109 100362109 213 ENSRNOG00000030481 LOC100362110 100362110 214 ENSRNOG00000030069 LOC100362113 100362113 215 ENSRNOG00000030463 Faim 140930 216 ENSRNOG00000030463 LOC100362113 100362113 217 ENSRNOG00000059415 LOC100362172 100362172 218 ENSRNOG00000029158 LOC100362173 100362173 219 ENSRNOG00000009803 LOC100362176 100362176 220 ENSRNOG00000017557 LOC100362216 100362216 221 ENSRNOG00000030107 LOC100362298 100362298 222 ENSRNOG00000061737 LOC100362319 100362319 223 ENSRNOG00000004843 LOC100362333 100362333 224 ENSRNOG00000055277 Pole3 298098 225 ENSRNOG00000055277 LOC100362333 100362333 226 ENSRNOG00000018471 LOC100362339 100362339 227 ENSRNOG00000050554 LOC100362342 100362342 228 ENSRNOG00000036910 LOC100362344 100362344 229 ENSRNOG00000024197 LOC100362345 100362345 230 ENSRNOG00000007758 Hsd17b6 286964 231 ENSRNOG00000007758 LOC100362350 100362350 232 ENSRNOG00000031540 LOC100362384 100362384 233 ENSRNOG00000049515 Obp1f 192267 234 ENSRNOG00000049515 LOC100362409 100362409 235 ENSRNOG00000032900 LOC100362432 100362432 236 ENSRNOG00000019811 Timm23 54312 237 ENSRNOG00000019811 LOC100362432 100362432 238 ENSRNOG00000001893 LOC100362453 100362453 239 ENSRNOG00000046441 LOC100362532 100362532 240 ENSRNOG00000030596 LOC100362684 100362684 241 ENSRNOG00000046489 LOC100362690 100362690 242 ENSRNOG00000038965 LOC100362724 100362724 243 ENSRNOG00000031052 LOC100362751 100362751 244 ENSRNOG00000024616 LOC100362783 100362783 245 ENSRNOG00000024616 LOC102550456 102550456 246 ENSRNOG00000024616 C12H7orf61 108352430 247 ENSRNOG00000026875 LOC100362798 100362798 248 ENSRNOG00000011132 LOC100362814 100362814 249 ENSRNOG00000030748 LOC100362827 100362827 250 ENSRNOG00000027694 LOC100362830 100362830 251 ENSRNOG00000008551 Rps7 29258 252 ENSRNOG00000008551 LOC100362830 100362830 253 ENSRNOG00000045959 LOC100362856 100362856 254 ENSRNOG00000051340 LOC100362917 100362917 255 ENSRNOG00000037481 LOC100362927 100362927 256 ENSRNOG00000051907 LOC100362949 100362949 257 ENSRNOG00000022595 LOC100362965 100362965 258 ENSRNOG00000045804 LOC100362978 100362978 259 ENSRNOG00000047506 Srek1ip1 361888 260 ENSRNOG00000047506 LOC100362980 100362980 261 ENSRNOG00000034226 LOC100362981 100362981 262 ENSRNOG00000021159 LOC100362987 100362987 263 ENSRNOG00000001027 LOC100363064 100363064 264 ENSRNOG00000033429 LOC100363112 100363112 265 ENSRNOG00000052273 RGD1305713 293059 266 ENSRNOG00000052273 LOC100363116 100363116 267 ENSRNOG00000021470 LOC100363125 100363125 268 ENSRNOG00000001570 LOC100363136 100363136 269 ENSRNOG00000056662 LOC100363141 100363141 270 ENSRNOG00000038299 LOC100363193 100363193 271 ENSRNOG00000029339 LOC100363268 100363268 272 ENSRNOG00000026646 Ndufs5 362588 273 ENSRNOG00000026646 LOC100363268 100363268 274 ENSRNOG00000029293 LOC100363287 100363287 275 ENSRNOG00000010657 LOC100363289 100363289 276 ENSRNOG00000052628 LOC100363294 100363294 277 ENSRNOG00000028988 LOC100363319 100363319 278 ENSRNOG00000032647 LOC685667 685667 279 ENSRNOG00000032647 LOC100363333 100363333 280 ENSRNOG00000021313 Prh1 192266 281 ENSRNOG00000021313 Prr4 360395 282 ENSRNOG00000021313 LOC100363344 100363344 283 ENSRNOG00000057227 LOC100363372 100363372 284 ENSRNOG00000047502 LOC100363427 100363427 285 ENSRNOG00000054473 RGD1564313 502566 286 ENSRNOG00000054473 LOC100363449 100363449 287 ENSRNOG00000021395 LOC100363452 100363452 288 ENSRNOG00000031579 LOC100363469 100363469 289 ENSRNOG00000000641 Nrbf2 58839 290 ENSRNOG00000000641 LOC100363472 100363472 291 ENSRNOG00000032885 LOC100363502 100363502 292 ENSRNOG00000010452 Cycs 25309 293 ENSRNOG00000010452 LOC100363502 100363502 294 ENSRNOG00000052421 LOC100363520 100363520 295 ENSRNOG00000055485 LOC100363531 100363531 296 ENSRNOG00000011119 Spin1 361217 297 ENSRNOG00000011119 LOC100363675 100363675 298 ENSRNOG00000011119 NEWGENE_1306210 108348199 299 ENSRNOG00000050510 Rab1b 100126191 300 ENSRNOG00000050510 LOC100363782 100363782 301 ENSRNOG00000050510 LOC102555167 102555167 302 ENSRNOG00000033165 LOC100363867 100363867 303 ENSRNOG00000050457 LOC100364002 100364002 304 ENSRNOG00000011329 Pkm 25630 305 ENSRNOG00000011329 LOC100364062 100364062 306 ENSRNOG00000026519 LOC100364062 100364062 307 ENSRNOG00000030426 LOC100364116 100364116 308 ENSRNOG00000030447 LOC100364191 100364191 309 ENSRNOG00000012088 LOC100364265 100364265 310 ENSRNOG00000061058 Csde1 117180 311 ENSRNOG00000061058 LOC100364335 100364335 312 ENSRNOG00000046533 LOC100364335 100364335 313 ENSRNOG00000025648 Dhrs7l1 299131 314 ENSRNOG00000025648 LOC100364391 100364391 315 ENSRNOG00000036921 LOC100364435 100364435 316 ENSRNOG00000042499 Tmsb10 50665 317 ENSRNOG00000042499 LOC100364435 100364435 318 ENSRNOG00000028449 LOC100364457 100364457 319 ENSRNOG00000048951 RT1-CE15 414789 320 ENSRNOG00000048951 LOC100364500 100364500 321 ENSRNOG00000050067 LOC100364509 100364509 322 ENSRNOG00000056519 LOC100364523 100364523 323 ENSRNOG00000029588 LOC100364769 100364769 324 ENSRNOG00000059382 Hist1h2bc 680403 325 ENSRNOG00000059382 LOC684797 684797 326 ENSRNOG00000059382 LOC100364835 100364835 327 ENSRNOG00000059382 LOC100365043 100365043 328 ENSRNOG00000059382 LOC100910200 100910200 329 ENSRNOG00000021198 Hist1h2bq 306945 330 ENSRNOG00000021198 Hist1h2bc 680403 331 ENSRNOG00000021198 LOC684797 684797 332 ENSRNOG00000021198 LOC100364835 100364835 333 ENSRNOG00000021198 LOC100365043 100365043 334 ENSRNOG00000021198 LOC100910200 100910200 335 ENSRNOG00000053727 LOC100364934 100364934 336 ENSRNOG00000043023 LOC100365008 100365008 337 ENSRNOG00000047776 LOC100365043 100365043 338 ENSRNOG00000060288 LOC100365062 100365062 339 ENSRNOG00000060288 LOC108348260 108348260 340 ENSRNOG00000036571 Ces2c 171118 341 ENSRNOG00000036571 LOC100365112 100365112 342 ENSRNOG00000036571 LOC100910040 100910040 343 ENSRNOG00000036571 Ces2 100910144 344 ENSRNOG00000036571 LOC108348093 108348093 345 ENSRNOG00000059492 LOC100365363 100365363 346 ENSRNOG00000047004 LOC100365450 100365450 347 ENSRNOG00000059251 LOC100365542 100365542 348 ENSRNOG00000053283 LOC100365588 100365588 349 ENSRNOG00000011771 Ptp4a1 29463 350 ENSRNOG00000011771 LOC100365697 100365697 351 ENSRNOG00000045885 RGD1561635 364023 352 ENSRNOG00000045885 LOC100365810 100365810 353 ENSRNOG00000048109 LOC100365839 100365839 354 ENSRNOG00000047639 LOC100365887 100365887 355 ENSRNOG00000047639 LOC100912605 100912605 356 ENSRNOG00000029651 Rdh16 299511 357 ENSRNOG00000029651 LOC100365958 100365958 358 ENSRNOG00000049446 LOC100366030 100366030 359 ENSRNOG00000033515 LOC100366054 100366054 360 ENSRNOG00000048244 LOC100366231 100366231 361 ENSRNOG00000048244 LOC100911002 100911002 362 ENSRNOG00000050177 LOC100366231 100366231 363 ENSRNOG00000050177 LOC100911002 100911002 364 ENSRNOG00000054054 Vom1r74 494262 365 ENSRNOG00000054054 LOC100909399 100909399 366 ENSRNOG00000046510 LOC100909423 100909423 367 ENSRNOG00000047473 LOC100909434 100909434 368 ENSRNOG00000057325 LOC100909435 100909435 369 ENSRNOG00000057325 LOC108349829 108349829 370 ENSRNOG00000053411 Olr1475 287487 371 ENSRNOG00000053411 LOC100909438 100909438 372 ENSRNOG00000057803 LOC100909439 100909439 373 ENSRNOG00000015544 LOC100909441 100909441 374 ENSRNOG00000059870 LOC100909443 100909443 375 ENSRNOG00000052545 LOC100909461 100909461 376 ENSRNOG00000052282 LOC100909462 100909462 377 ENSRNOG00000057795 Dusp13 361002 378 ENSRNOG00000057795 LOC100909469 100909469 379 ENSRNOG00000054721 LOC100909473 100909473 380 ENSRNOG00000054721 Vom1r75 108348088 381 ENSRNOG00000052587 LOC100909474 100909474 382 ENSRNOG00000060974 LOC100909476 100909476 383 ENSRNOG00000055247 LOC100909481 100909481 384 ENSRNOG00000034120 LOC100909485 100909485 385 ENSRNOG00000051389 LOC100909497 100909497 386 ENSRNOG00000058577 LOC100909501 100909501 387 ENSRNOG00000046159 LOC100909505 100909505 388 ENSRNOG00000048988 LOC100909524 100909524 389 ENSRNOG00000047958 Olr1482 287484 390 ENSRNOG00000047958 Olr1469 404976 391 ENSRNOG00000047958 LOC100909534 100909534 392 ENSRNOG00000047958 LOC108348032 108348032 393 ENSRNOG00000045877 Brd2 294276 394 ENSRNOG00000045877 LOC100909544 100909544 395 ENSRNOG00000014992 LOC100909548 100909548 396 ENSRNOG00000046058 LOC100909573 100909573 397 ENSRNOG00000056846 LOC100909578 100909578 398 ENSRNOG00000048257 Olr1496 404968 399 ENSRNOG00000048257 LOC100909578 100909578 400 ENSRNOG00000049403 LOC100909582 100909582 401 ENSRNOG00000049403 LOC108348294 108348294 402 ENSRNOG00000047854 RT1-DMa 294274 403 ENSRNOG00000047854 LOC100909593 100909593 404 ENSRNOG00000049298 LOC100909595 100909595 405 ENSRNOG00000008376 Slc2a3 25551 406 ENSRNOG00000008376 LOC100909595 100909595 407 ENSRNOG00000059898 LOC100909599 100909599 408 ENSRNOG00000048917 Hoxa6 685732 409 ENSRNOG00000048917 LOC100909604 100909604 410 ENSRNOG00000060066 LOC100909604 100909604 411 ENSRNOG00000060066 LOC100911511 100911511 412 ENSRNOG00000029949 LOC100909605 100909605 413 ENSRNOG00000048191 RGD1565462 299279 414 ENSRNOG00000048191 LOC100909605 100909605 415 ENSRNOG00000057633 LOC100909609 100909609 416 ENSRNOG00000046239 LOC100909612 100909612 417 ENSRNOG00000050749 LOC100909613 100909613 418 ENSRNOG00000049821 LOC100909620 100909620 419 ENSRNOG00000049491 RT1-DMb 294273 420 ENSRNOG00000049491 LOC100909630 100909630 421 ENSRNOG00000049491 LOC108348139 108348139 422 ENSRNOG00000049261 LOC100909648 100909648 423 ENSRNOG00000003160 RragB 117043 424 ENSRNOG00000003160 LOC100909655 100909655 425 ENSRNOG00000053360 Krtap16-1 100362207 426 ENSRNOG00000053360 LOC100909661 100909661 427 ENSRNOG00000048922 LOC100909664 100909664 428 ENSRNOG00000059383 LOC100909665 100909665 429 ENSRNOG00000057734 LOC100909671 100909671 430 ENSRNOG00000038396 LOC100909677 100909677 431 ENSRNOG00000046224 LOC100909683 100909683 432 ENSRNOG00000046043 LOC100909692 100909692 433 ENSRNOG00000056850 LOC100909704 100909704 434 ENSRNOG00000011586 Ccnl1 114121 435 ENSRNOG00000011586 LOC100909712 100909712 436 ENSRNOG00000061540 LOC100909715 100909715 437 ENSRNOG00000020598 LOC100909725 100909725 438 ENSRNOG00000057509 LOC100909726 100909726 439 ENSRNOG00000054140 Myl6l 362816 440 ENSRNOG00000054140 Myl6 685867 441 ENSRNOG00000054140 LOC685883 685883 442 ENSRNOG00000054140 LOC100909726 100909726 443 ENSRNOG00000050146 LOC100909732 100909732 444 ENSRNOG00000002285 Fam122b 501647 445 ENSRNOG00000002285 LOC100909732 100909732 446 ENSRNOG00000009371 LOC100909750 100909750 447 ENSRNOG00000047356 Abl1 311860 448 ENSRNOG00000047356 LOC100909750 100909750 449 ENSRNOG00000060381 Col15a1 298069 450 ENSRNOG00000060381 LOC100909752 100909752 451 ENSRNOG00000060381 LOC108348074 108348074 452 ENSRNOG00000047153 LOC100909754 100909754 453 ENSRNOG00000050004 LOC100909761 100909761 454 ENSRNOG00000050004 LOC100912306 100912306 455 ENSRNOG00000047186 Myot 291605 456 ENSRNOG00000047186 LOC100909761 100909761 457 ENSRNOG00000048973 Ccnj 294053 458 ENSRNOG00000048973 LOC100909771 100909771 459 ENSRNOG00000048973 NEWGENE_1306399 108348094 460 ENSRNOG00000026594 LOC100909776 100909776 461 ENSRNOG00000050781 Qrfp 379044 462 ENSRNOG00000050781 LOC100909783 100909783 463 ENSRNOG00000049639 LOC100909784 100909784 464 ENSRNOG00000050466 Vom1r56 494277 465 ENSRNOG00000050466 LOC100909792 100909792 466 ENSRNOG00000050466 LOC108348135 108348135 467 ENSRNOG00000051456 LOC100909794 100909794 468 ENSRNOG00000009770 LOC100909796 100909796 469 ENSRNOG00000000787 LOC100909797 100909797 470 ENSRNOG00000046338 LOC100909824 100909824 471 ENSRNOG00000045593 LOC100909830 100909830 472 ENSRNOG00000059263 LOC100909831 100909831 473 ENSRNOG00000061294 LOC100909833 100909833 474 ENSRNOG00000017427 Pfn2 81531 475 ENSRNOG00000017427 LOC100909840 100909840 476 ENSRNOG00000059244 LOC100909849 100909849 477 ENSRNOG00000049700 LOC100909857 100909857 478 ENSRNOG00000052570 LOC100909859 100909859 479 ENSRNOG00000048445 LOC100909862 100909862 480 ENSRNOG00000048445 LOC100910467 100910467 481 ENSRNOG00000057301 LOC100909869 100909869 482 ENSRNOG00000053756 LOC100909878 100909878 483 ENSRNOG00000032580 LOC100909879 100909879 484 ENSRNOG00000045930 LOC100909884 100909884 485 ENSRNOG00000050365 Olr1560 405383 486 ENSRNOG00000050365 LOC100909884 100909884 487 ENSRNOG00000049554 LOC100909885 100909885 488 ENSRNOG00000049554 LOC100910162 100910162 489 ENSRNOG00000061753 Olr493 295758 490 ENSRNOG00000061753 LOC100909900 100909900 491 ENSRNOG00000048426 LOC100909911 100909911 492 ENSRNOG00000046042 Ndp 363443 493 ENSRNOG00000046042 LOC100909913 100909913 494 ENSRNOG00000032666 LOC100909916 100909916 495 ENSRNOG00000048415 LOC100909916 100909916 496 ENSRNOG00000014581 Trappc2l 292074 497 ENSRNOG00000014581 RGD1564492 498914 498 ENSRNOG00000014581 LOC100909916 100909916 499 ENSRNOG00000052842 LOC100909935 100909935 500 ENSRNOG00000049978 Olr1273 300589 501 ENSRNOG00000049978 LOC100909937 100909937 502 ENSRNOG00000049978 LOC100909958 100909958 503 ENSRNOG00000061224 LOC100909940 100909940 504 ENSRNOG00000058097 Olr1273 300589 505 ENSRNOG00000058097 LOC100909958 100909958 506 ENSRNOG00000047523 Olr1273 300589 507 ENSRNOG00000047523 LOC100909958 100909958 508 ENSRNOG00000047523 LOC100910227 100910227 509 ENSRNOG00000057610 Olr1273 300589 510 ENSRNOG00000057610 LOC100909958 100909958 511 ENSRNOG00000057610 LOC100910363 100910363 512 ENSRNOG00000046225 Olr1273 300589 513 ENSRNOG00000046225 LOC100909958 100909958 514 ENSRNOG00000046225 LOC100910086 100910086 515 ENSRNOG00000047788 Olr1273 300589 516 ENSRNOG00000047788 LOC100909958 100909958 517 ENSRNOG00000047788 LOC100910548 100910548 518 ENSRNOG00000048702 Olr1273 300589 519 ENSRNOG00000048702 LOC100909958 100909958 520 ENSRNOG00000048702 LOC100910153 100910153 521 ENSRNOG00000033199 LOC100909963 100909963 522 ENSRNOG00000046941 LOC100909964 100909964 523 ENSRNOG00000032371 LOC100909966 100909966 524 ENSRNOG00000052361 Olr13 293075 525 ENSRNOG00000052361 LOC100909966 100909966 526 ENSRNOG00000042598 LOC100909977 100909977 527 ENSRNOG00000058484 Anp32a 25379 528 ENSRNOG00000058484 LOC100909983 100909983 529 ENSRNOG00000060738 LOC100909986 100909986 530 ENSRNOG00000060738 Dmrtc1a 108348153 531 ENSRNOG00000047953 LOC100909989 100909989 532 ENSRNOG00000047953 LOC100910111 100910111 533 ENSRNOG00000047953 LOC108350226 108350226 534 ENSRNOG00000047953 LOC108350227 108350227 535 ENSRNOG00000047953 LOC108350228 108350228 536 ENSRNOG00000048892 LOC100909989 100909989 537 ENSRNOG00000048892 LOC100910111 100910111 538 ENSRNOG00000048892 LOC108350226 108350226 539 ENSRNOG00000048892 LOC108350227 108350227 540 ENSRNOG00000048892 LOC108350228 108350228 541 ENSRNOG00000049183 LOC100909989 100909989 542 ENSRNOG00000049183 LOC100910111 100910111 543 ENSRNOG00000049183 LOC108350226 108350226 544 ENSRNOG00000049183 LOC108350227 108350227 545 ENSRNOG00000049183 LOC108350228 108350228 546 ENSRNOG00000031423 Olr1265 300584 547 ENSRNOG00000031423 LOC100909989 100909989 548 ENSRNOG00000031423 LOC100910111 100910111 549 ENSRNOG00000031423 LOC108350226 108350226 550 ENSRNOG00000031423 LOC108350227 108350227 551 ENSRNOG00000031423 LOC108350228 108350228 552 ENSRNOG00000047572 LOC100909989 100909989 553 ENSRNOG00000047572 LOC100910111 100910111 554 ENSRNOG00000047572 LOC108350226 108350226 555 ENSRNOG00000047572 LOC108350227 108350227 556 ENSRNOG00000047572 LOC108350228 108350228 557 ENSRNOG00000053897 LOC100909993 100909993 558 ENSRNOG00000053897 LOC100910402 100910402 559 ENSRNOG00000053897 LOC100910409 100910409 560 ENSRNOG00000031741 Olr294 100909894 561 ENSRNOG00000031741 LOC100910009 100910009 562 ENSRNOG00000048560 LOC100910010 100910010 563 ENSRNOG00000050269 LOC100910015 100910015 564 ENSRNOG00000033024 LOC100910017 100910017 565 ENSRNOG00000023622 LOC100910021 100910021 566 ENSRNOG00000060767 LOC100910026 100910026 567 ENSRNOG00000061331 LOC100910041 100910041 568 ENSRNOG00000046311 LOC100910041 100910041 569 ENSRNOG00000046311 LOC100910335 100910335 570 ENSRNOG00000046311 LOC100910439 100910439 571 ENSRNOG00000046411 LOC100910041 100910041 572 ENSRNOG00000046411 LOC100910439 100910439 573 ENSRNOG00000046411 LOC100910445 100910445 574 ENSRNOG00000047973 Olr1275 405085 575 ENSRNOG00000047973 LOC100910041 100910041 576 ENSRNOG00000047973 LOC100910439 100910439 577 ENSRNOG00000059867 LOC100910041 100910041 578 ENSRNOG00000059867 LOC100910439 100910439 579 ENSRNOG00000050950 LOC100910041 100910041 580 ENSRNOG00000050950 LOC100910256 100910256 581 ENSRNOG00000050950 LOC100910439 100910439 582 ENSRNOG00000018885 LOC100910046 100910046 583 ENSRNOG00000050901 LOC100910049 100910049 584 ENSRNOG00000053877 Olr14 404901 585 ENSRNOG00000053877 LOC100910049 100910049 586 ENSRNOG00000047332 LOC100910051 100910051 587 ENSRNOG00000047332 LOC100910402 100910402 588 ENSRNOG00000047332 LOC100910409 100910409 589 ENSRNOG00000047369 LOC100910057 100910057 590 ENSRNOG00000048542 LOC100910060 100910060 591 ENSRNOG00000055633 LOC100910067 100910067 592 ENSRNOG00000025725 Ly6k 100363492 593 ENSRNOG00000025725 LOC100910068 100910068 594 ENSRNOG00000047233 LOC100910070 100910070 595 ENSRNOG00000047687 LOC100910077 100910077 596 ENSRNOG00000047334 LOC100910077 100910077 597 ENSRNOG00000047334 LOC100910378 100910378 598 ENSRNOG00000030000 Olr1264 300583 599 ENSRNOG00000030000 LOC100910077 100910077 600 ENSRNOG00000061925 LOC100910079 100910079 601 ENSRNOG00000059179 LOC100910108 100910108 602 ENSRNOG00000050642 LOC100910120 100910120 603 ENSRNOG00000050823 LOC100910127 100910127 604 ENSRNOG00000045790 LOC100910130 100910130 605 ENSRNOG00000001160 Triap1 691278 606 ENSRNOG00000001160 LOC100910137 100910137 607 ENSRNOG00000001160 NEWGENE_1586233 108348066 608 ENSRNOG00000031710 LOC100910138 100910138 609 ENSRNOG00000050374 LOC100910143 100910143 610 ENSRNOG00000049895 Pigg 305626 611 ENSRNOG00000049895 LOC100910143 100910143 612 ENSRNOG00000048588 LOC100910145 100910145 613 ENSRNOG00000050309 LOC100910162 100910162 614 ENSRNOG00000012079 Olr1271 286959 615 ENSRNOG00000012079 LOC100910162 100910162 616 ENSRNOG00000046661 LOC100910162 100910162 617 ENSRNOG00000046661 LOC100910224 100910224 618 ENSRNOG00000050825 LOC100910165 100910165 619 ENSRNOG00000048934 Taar8a 319104 620 ENSRNOG00000048934 LOC100910174 100910174 621 ENSRNOG00000048934 LOC108348200 108348200 622 ENSRNOG00000051439 LOC100910181 100910181 623 ENSRNOG00000061041 LOC100910182 100910182 624 ENSRNOG00000047618 Katnal1 288449 625 ENSRNOG00000047618 LOC100910196 100910196 626 ENSRNOG00000047618 LOC103690050 103690050 627 ENSRNOG00000000916 Katnal1 288449 628 ENSRNOG00000000916 LOC100910196 100910196 629 ENSRNOG00000000916 LOC103690050 103690050 630 ENSRNOG00000045993 LOC100910199 100910199 631 ENSRNOG00000045993 LOC100910402 100910402 632 ENSRNOG00000045993 LOC100910409 100910409 633 ENSRNOG00000000070 LOC100910207 100910207 634 ENSRNOG00000047720 LOC100910235 100910235 635 ENSRNOG00000060602 LOC100910240 100910240 636 ENSRNOG00000052455 LOC100910245 100910245 637 ENSRNOG00000018681 Nes 25491 638 ENSRNOG00000018681 LOC100910255 100910255 639 ENSRNOG00000047267 Olr1679 405193 640 ENSRNOG00000047267 LOC100910263 100910263 641 ENSRNOG00000049965 LOC100910275 100910275 642 ENSRNOG00000058727 LOC100910284 100910284 643 ENSRNOG00000049136 LOC100910294 100910294 644 ENSRNOG00000057061 LOC100910298 100910298 645 ENSRNOG00000046308 LOC100910308 100910308 646 ENSRNOG00000009519 Ttc39a 298366 647 ENSRNOG00000009519 LOC100910316 100910316 648 ENSRNOG00000009519 LOC108348114 108348114 649 ENSRNOG00000048199 Rps19l2 29287 650 ENSRNOG00000048199 LOC100910336 100910336 651 ENSRNOG00000054783 LOC100910341 100910341 652 ENSRNOG00000048523 Rpl8 26962 653 ENSRNOG00000048523 LOC100910370 100910370 654 ENSRNOG00000048523 LOC108348142 108348142 655 ENSRNOG00000046142 LOC100910371 100910371 656 ENSRNOG00000050612 LOC100910382 100910382 657 ENSRNOG00000046733 Olr1688 294164 658 ENSRNOG00000046733 LOC100910382 100910382 659 ENSRNOG00000060027 LOC100910402 100910402 660 ENSRNOG00000060027 LOC100910409 100910409 661 ENSRNOG00000047291 Olr1274 405086 662 ENSRNOG00000047291 LOC100910402 100910402 663 ENSRNOG00000047291 LOC100910409 100910409 664 ENSRNOG00000049831 LOC100910402 100910402 665 ENSRNOG00000049831 LOC100910409 100910409 666 ENSRNOG00000045544 LOC100910410 100910410 667 ENSRNOG00000060898 LOC100910418 100910418 668 ENSRNOG00000048940 Olr1689 405190 669 ENSRNOG00000048940 LOC100910420 100910420 670 ENSRNOG00000001073 RGD1563482 498179 671 ENSRNOG00000001073 LOC100910427 100910427 672 ENSRNOG00000048118 LOC100910438 100910438 673 ENSRNOG00000048118 LOC108348276 108348276 674 ENSRNOG00000048248 LOC100910446 100910446 675 ENSRNOG00000030111 Cyp11b2 24294 676 ENSRNOG00000030111 Cyp11b3 353498 677 ENSRNOG00000030111 LOC100910462 100910462 678 ENSRNOG00000046359 LOC100910467 100910467 679 ENSRNOG00000050717 LOC100910467 100910467 680 ENSRNOG00000050717 LOC103693054 103693054 681 ENSRNOG00000048508 Olr1278 286913 682 ENSRNOG00000048508 LOC100910467 100910467 683 ENSRNOG00000050582 Commd5 245974 684 ENSRNOG00000050582 LOC100910472 100910472 685 ENSRNOG00000050582 LOC108348189 108348189 686 ENSRNOG00000053960 LOC100910474 100910474 687 ENSRNOG00000048079 Olr1686 294152 688 ENSRNOG00000048079 LOC100910479 100910479 689 ENSRNOG00000052159 LOC100910481 100910481 690 ENSRNOG00000048545 LOC100910483 100910483 691 ENSRNOG00000050059 LOC100910497 100910497 692 ENSRNOG00000052652 LOC100910500 100910500 693 ENSRNOG00000050953 Olr1280 315571 694 ENSRNOG00000050953 LOC100910500 100910500 695 ENSRNOG00000046648 LOC100910500 100910500 696 ENSRNOG00000046648 LOC100910640 100910640 697 ENSRNOG00000060946 Cask 29647 698 ENSRNOG00000060946 LOC100910506 100910506 699 ENSRNOG00000003054 LOC100910506 100910506 700 ENSRNOG00000050885 Sult1c2 171072 701 ENSRNOG00000050885 LOC100910526 100910526 702 ENSRNOG00000047971 Mrpl36 364656 703 ENSRNOG00000047971 LOC100910528 100910528 704 ENSRNOG00000023407 Mrpl36 364656 705 ENSRNOG00000023407 LOC100910528 100910528 706 ENSRNOG00000001387 LOC100910540 100910540 707 ENSRNOG00000050842 LOC100910543 100910543 708 ENSRNOG00000049310 Olr1279 405313 709 ENSRNOG00000049310 LOC100910543 100910543 710 ENSRNOG00000054595 LOC100910543 100910543 711 ENSRNOG00000054595 LOC103691445 103691445 712 ENSRNOG00000051758 LOC100910554 100910554 713 ENSRNOG00000054818 LOC100910557 100910557 714 ENSRNOG00000033358 LOC100910565 100910565 715 ENSRNOG00000050858 LOC100910567 100910567 716 ENSRNOG00000048985 LOC100910575 100910575 717 ENSRNOG00000033583 LOC100910577 100910577 718 ENSRNOG00000050881 LOC100910581 100910581 719 ENSRNOG00000045922 LOC100910611 100910611 720 ENSRNOG00000024425 LOC100910636 100910636 721 ENSRNOG00000002824 Rlim 317241 722 ENSRNOG00000002824 LOC100910646 100910646 723 ENSRNOG00000002824 LOC108348168 108348168 724 ENSRNOG00000055586 LOC100910650 100910650 725 ENSRNOG00000047072 LOC100910656 100910656 726 ENSRNOG00000046526 LOC100910668 100910668 727 ENSRNOG00000046526 LOC100911489 100911489 728 ENSRNOG00000048233 LOC100910668 100910668 729 ENSRNOG00000048233 LOC100911489 100911489 730 ENSRNOG00000033017 LOC100910669 100910669 731 ENSRNOG00000043400 LOC100910678 100910678 732 ENSRNOG00000050481 Olr859 366458 733 ENSRNOG00000050481 LOC100910682 100910682 734 ENSRNOG00000047595 Olr859 366458 735 ENSRNOG00000047595 LOC100910682 100910682 736 ENSRNOG00000047492 LOC100910698 100910698 737 ENSRNOG00000037698 Pramel 503464 738 ENSRNOG00000037698 LOC100910698 100910698 739 ENSRNOG00000027433 LOC100910708 100910708 740 ENSRNOG00000053643 LOC100910710 100910710 741 ENSRNOG00000052664 LOC100910717 100910717 742 ENSRNOG00000057877 LOC100910721 100910721 743 ENSRNOG00000030522 LOC500331 500331 744 ENSRNOG00000030522 LOC100910725 100910725 745 ENSRNOG00000001747 LOC100910732 100910732 746 ENSRNOG00000049877 Olr1218 302087 747 ENSRNOG00000049877 LOC100910744 100910744 748 ENSRNOG00000049877 LOC100911958 100911958 749 ENSRNOG00000055850 LOC100910750 100910750 750 ENSRNOG00000055568 LOC100910754 100910754 751 ENSRNOG00000059663 LOC100910755 100910755 752 ENSRNOG00000047516 LOC100910771 100910771 753 ENSRNOG00000017100 Yme1l1 114217 754 ENSRNOG00000017100 LOC100910779 100910779 755 ENSRNOG00000017100 LOC108348078 108348078 756 ENSRNOG00000006033 Spon2 171569 757 ENSRNOG00000006033 LOC100910790 100910790 758 ENSRNOG00000059510 LOC100910792 100910792 759 ENSRNOG00000048193 Hnrnph3 361838 760 ENSRNOG00000048193 LOC100910795 100910795 761 ENSRNOG00000050991 LOC100910798 100910798 762 ENSRNOG00000046696 LOC100910801 100910801 763 ENSRNOG00000028899 LOC100910807 100910807 764 ENSRNOG00000030477 LOC100910814 100910814 765 ENSRNOG00000046892 LOC100910822 100910822 766 ENSRNOG00000051138 Olr1223 300549 767 ENSRNOG00000051138 LOC100910822 100910822 768 ENSRNOG00000047507 LOC100910829 100910829 769 ENSRNOG00000046275 LOC100910833 100910833 770 ENSRNOG00000050235 LOC100910837 100910837 771 ENSRNOG00000050511 LOC100910838 100910838 772 ENSRNOG00000024641 Nyap1 304376 773 ENSRNOG00000024641 LOC100910838 100910838 774 ENSRNOG00000048953 Spink5 361319 775 ENSRNOG00000048953 LOC100910851 100910851 776 ENSRNOG00000045693 LOC100910851 100910851 777 ENSRNOG00000045693 LOC108348103 108348103 778 ENSRNOG00000051687 LOC100910852 100910852 779 ENSRNOG00000054467 LOC100910854 100910854 780 ENSRNOG00000050271 LOC100910858 100910858 781 ENSRNOG00000049658 LOC100910863 100910863 782 ENSRNOG00000027368 LOC100910875 100910875 783 ENSRNOG00000060145 LOC100910876 100910876 784 ENSRNOG00000048241 Olr1440 287329 785 ENSRNOG00000048241 LOC100910876 100910876 786 ENSRNOG00000032560 Cyp3a23-3a1 25642 787 ENSRNOG00000032560 Cyp3a2 266682 788 ENSRNOG00000032560 LOC100910877 100910877 789 ENSRNOG00000057638 LOC100910879 100910879 790 ENSRNOG00000049814 LOC100910882 100910882 791 ENSRNOG00000019848 Rbm39 362251 792 ENSRNOG00000019848 LOC100910882 100910882 793 ENSRNOG00000050926 LOC100910887 100910887 794 ENSRNOG00000048609 LOC100910893 100910893 795 ENSRNOG00000058235 LOC100910896 100910896 796 ENSRNOG00000008249 Brms1l 299053 797 ENSRNOG00000008249 LOC100910898 100910898 798 ENSRNOG00000049796 LOC100910899 100910899 799 ENSRNOG00000054141 LOC100910915 100910915 800 ENSRNOG00000048744 LOC100910928 100910928 801 ENSRNOG00000052512 LOC100910929 100910929 802 ENSRNOG00000052512 Vps37c 108348178 803 ENSRNOG00000049893 LOC100910934 100910934 804 ENSRNOG00000047425 LOC100910939 100910939 805 ENSRNOG00000048570 LOC100910942 100910942 806 ENSRNOG00000045555 LOC100910944 100910944 807 ENSRNOG00000046375 LOC100910953 100910953 808 ENSRNOG00000011397 LOC100910977 100910977 809 ENSRNOG00000045684 LOC100910978 100910978 810 ENSRNOG00000048302 LOC100910979 100910979 811 ENSRNOG00000019542 MGC108823 307414 812 ENSRNOG00000019542 LOC100910979 100910979 813 ENSRNOG00000019542 LOC102555392 102555392 814 ENSRNOG00000055031 LOC100910993 100910993 815 ENSRNOG00000060879 LOC100910996 100910996 816 ENSRNOG00000046736 Olr1567 287970 817 ENSRNOG00000046736 LOC100910999 100910999 818 ENSRNOG00000061809 LOC100911015 100911015 819 ENSRNOG00000046250 LOC100911027 100911027 820 ENSRNOG00000048933 LOC691918 691918 821 ENSRNOG00000048933 LOC100911033 100911033 822 ENSRNOG00000019736 LOC100911034 100911034 823 ENSRNOG00000045686 Nfs1 84594 824 ENSRNOG00000045686 LOC100911034 100911034 825 ENSRNOG00000061172 LOC100911035 100911035 826 ENSRNOG00000024960 Smco1 498096 827 ENSRNOG00000024960 LOC100911042 100911042 828 ENSRNOG00000046589 Olr1568 363826 829 ENSRNOG00000046589 LOC100911043 100911043 830 ENSRNOG00000047616 LOC100911044 100911044 831 ENSRNOG00000047630 LOC100911047 100911047 832 ENSRNOG00000060632 LOC100911064 100911064 833 ENSRNOG00000050964 LOC100911068 100911068 834 ENSRNOG00000005555 LOC100911101 100911101 835 ENSRNOG00000023397 LOC100911104 100911104 836 ENSRNOG00000061813 Ly6c 56778 837 ENSRNOG00000061813 LOC100911104 100911104 838 ENSRNOG00000048576 LOC100911107 100911107 839 ENSRNOG00000019566 LOC100911109 100911109 840 ENSRNOG00000004252 Eif3h 299899 841 ENSRNOG00000004252 LOC100911110 100911110 842 ENSRNOG00000004252 LOC108348062 108348062 843 ENSRNOG00000019417 Hsd3b5 24470 844 ENSRNOG00000019417 LOC100911116 100911116 845 ENSRNOG00000025156 LOC100911130 100911130 846 ENSRNOG00000048613 Timm17b 317374 847 ENSRNOG00000048613 LOC100911130 100911130 848 ENSRNOG00000054139 LOC100911132 100911132 849 ENSRNOG00000045697 Ccdc110 290755 850 ENSRNOG00000045697 LOC100911140 100911140 851 ENSRNOG00000056363 Ccdc110 290755 852 ENSRNOG00000056363 LOC100911140 100911140 853 ENSRNOG00000013821 LOC100911144 100911144 854 ENSRNOG00000042719 LOC100911147 100911147 855 ENSRNOG00000046157 LOC100911148 100911148 856 ENSRNOG00000060093 LOC100911156 100911156 857 ENSRNOG00000010528 LOC100911166 100911166 858 ENSRNOG00000047242 LOC100911184 100911184 859 ENSRNOG00000047565 LOC100911186 100911186 860 ENSRNOG00000028628 LOC100911196 100911196 861 ENSRNOG00000026378 LOC100911204 100911204 862 ENSRNOG00000053873 LOC100911215 100911215 863 ENSRNOG00000053037 LOC100911216 100911216 864 ENSRNOG00000058375 LOC100911217 100911217 865 ENSRNOG00000050625 Adig 100361007 866 ENSRNOG00000050625 LOC100911217 100911217 867 ENSRNOG00000046455 Zik1 100359821 868 ENSRNOG00000046455 LOC100911224 100911224 869 ENSRNOG00000047000 LOC100911225 100911225 870 ENSRNOG00000055604 LOC100911229 100911229 871 ENSRNOG00000049229 LOC100911238 100911238 872 ENSRNOG00000051016 LOC100911241 100911241 873 ENSRNOG00000001868 Crkl 287942 874 ENSRNOG00000001868 LOC100911248 100911248 875 ENSRNOG00000031045 LOC100911252 100911252 876 ENSRNOG00000049104 LOC100911256 100911256 877 ENSRNOG00000057069 LOC100911272 100911272 878 ENSRNOG00000048226 LOC100911295 100911295 879 ENSRNOG00000048668 Mars2 316403 880 ENSRNOG00000048668 LOC100911305 100911305 881 ENSRNOG00000049007 LOC100911313 100911313 882 ENSRNOG00000050108 LOC100911319 100911319 883 ENSRNOG00000050600 LOC100911320 100911320 884 ENSRNOG00000047151 LOC100911337 100911337 885 ENSRNOG00000048272 LOC100911347 100911347 886 ENSRNOG00000032521 Olr597 295827 887 ENSRNOG00000032521 LOC100911348 100911348 888 ENSRNOG00000022572 LOC100911356 100911356 889 ENSRNOG00000022572 LOC102548286 102548286 890 ENSRNOG00000045747 Capns1 29156 891 ENSRNOG00000045747 LOC100911363 100911363 892 ENSRNOG00000045795 LOC100911365 100911365 893 ENSRNOG00000046382 Gatd1 309110 894 ENSRNOG00000046382 LOC100911365 100911365 895 ENSRNOG00000060344 LOC100911371 100911371 896 ENSRNOG00000007663 LOC100911372 100911372 897 ENSRNOG00000054379 Boll 501143 898 ENSRNOG00000054379 LOC100911373 100911373 899 ENSRNOG00000001756 LOC100911374 100911374 900 ENSRNOG00000029142 LOC100911376 100911376 901 ENSRNOG00000061860 Olr226 65140 902 ENSRNOG00000061860 LOC100911376 100911376 903 ENSRNOG00000046501 LOC100911380 100911380 904 ENSRNOG00000058670 LOC100911383 100911383 905 ENSRNOG00000057353 LOC100911394 100911394 906 ENSRNOG00000047820 LOC100911398 100911398 907 ENSRNOG00000045616 Olr1434 287322 908 ENSRNOG00000045616 LOC100911398 100911398 909 ENSRNOG00000018448 LOC100911402 100911402 910 ENSRNOG00000052995 LOC100911405 100911405 911 ENSRNOG00000016000 LOC100911417 100911417 912 ENSRNOG00000051591 LOC100911422 100911422 913 ENSRNOG00000050463 RGD1564617 308353 914 ENSRNOG00000050463 LOC100911426 100911426 915 ENSRNOG00000054847 LOC100911438 100911438 916 ENSRNOG00000018450 LOC100911440 100911440 917 ENSRNOG00000049944 Slc25a22 309111 918 ENSRNOG00000049944 LOC100911440 100911440 919 ENSRNOG00000046022 LOC100911453 100911453 920 ENSRNOG00000016394 Wdr77 310769 921 ENSRNOG00000016394 LOC100911453 100911453 922 ENSRNOG00000047911 LOC100911456 100911456 923 ENSRNOG00000046634 LOC100911479 100911479 924 ENSRNOG00000046447 LOC100911485 100911485 925 ENSRNOG00000000156 Megf6 65049 926 ENSRNOG00000000156 LOC100911486 100911486 927 ENSRNOG00000056186 LOC100911492 100911492 928 ENSRNOG00000056675 LOC100911507 100911507 929 ENSRNOG00000050669 LOC100911515 100911515 930 ENSRNOG00000051286 LOC100911516 100911516 931 ENSRNOG00000049179 LOC100911519 100911519 932 ENSRNOG00000018710 Pidd1 293625 933 ENSRNOG00000018710 LOC100911519 100911519 934 ENSRNOG00000042840 RGD1560539 502966 935 ENSRNOG00000042840 LOC100911527 100911527 936 ENSRNOG00000045772 LOC100911545 100911545 937 ENSRNOG00000048711 LOC100911547 100911547 938 ENSRNOG00000047113 LOC100911548 100911548 939 ENSRNOG00000061705 Gp5 25259 940 ENSRNOG00000061705 LOC100911551 100911551 941 ENSRNOG00000061705 NEWGENE_2724 108348185 942 ENSRNOG00000045991 LOC100911558 100911558 943 ENSRNOG00000047782 LOC100911562 100911562 944 ENSRNOG00000046779 RGD1309808 362951 945 ENSRNOG00000046779 LOC100911562 100911562 946 ENSRNOG00000048623 LOC100911564 100911564 947 ENSRNOG00000046521 LOC100911572 100911572 948 ENSRNOG00000002116 LOC100911575 100911575 949 ENSRNOG00000037607 Rplp2 140662 950 ENSRNOG00000037607 LOC100911575 100911575 951 ENSRNOG00000050800 LOC100911576 100911576 952 ENSRNOG00000011621 Hnrnpc 290046 953 ENSRNOG00000011621 LOC100911576 100911576 954 ENSRNOG00000046041 Olr1171 405373 955 ENSRNOG00000046041 LOC690764 690764 956 ENSRNOG00000046041 LOC100911583 100911583 957 ENSRNOG00000047890 LOC100911585 100911585 958 ENSRNOG00000046315 LOC100911586 100911586 959 ENSRNOG00000047551 LOC100911615 100911615 960 ENSRNOG00000018736 Pnpla2 361676 961 ENSRNOG00000018736 LOC100911615 100911615 962 ENSRNOG00000017187 Prmt6 295384 963 ENSRNOG00000017187 LOC100911617 100911617 964 ENSRNOG00000017187 LOC108348173 108348173 965 ENSRNOG00000060292 LOC100911622 100911622 966 ENSRNOG00000060292 NEWGENE_1587253 103692126 967 ENSRNOG00000048365 LOC100911625 100911625 968 ENSRNOG00000004142 Efcab9 688481 969 ENSRNOG00000004142 LOC100911628 100911628 970 ENSRNOG00000048471 LOC100911637 100911637 971 ENSRNOG00000051457 LOC685463 685463 972 ENSRNOG00000051457 LOC100911649 100911649 973 ENSRNOG00000047692 Hells 294071 974 ENSRNOG00000047692 LOC100911660 100911660 975 ENSRNOG00000047104 Hells 294071 976 ENSRNOG00000047104 LOC100911660 100911660 977 ENSRNOG00000018456 LOC498750 498750 978 ENSRNOG00000018456 LOC100911664 100911664 979 ENSRNOG00000027246 LOC100911668 100911668 980 ENSRNOG00000050252 LOC100911668 100911668 981 ENSRNOG00000050252 LOC100912608 100912608 982 ENSRNOG00000057650 LOC100911668 100911668 983 ENSRNOG00000057650 Hoxa10 103692129 984 ENSRNOG00000049575 Atn1 29515 985 ENSRNOG00000049575 LOC100911672 100911672 986 ENSRNOG00000005408 LOC100911674 100911674 987 ENSRNOG00000050472 LOC100911679 100911679 988 ENSRNOG00000013073 LOC100911681 100911681 989 ENSRNOG00000046271 Gspt1 24420 990 ENSRNOG00000046271 LOC100911685 100911685 991 ENSRNOG00000046670 LOC100911689 100911689 992 ENSRNOG00000050158 LOC100911692 100911692 993 ENSRNOG00000019199 Cracr2b 309112 994 ENSRNOG00000019199 LOC100911692 100911692 995 ENSRNOG00000058002 LOC100911695 100911695 996 ENSRNOG00000050660 LOC100911713 100911713 997 ENSRNOG00000021484 LOC100911716 100911716 998 ENSRNOG00000050201 Slc29a2 65194 999 ENSRNOG00000050201 LOC100911721 100911721 1000 ENSRNOG00000050201 LOC108348052 108348052 1001 ENSRNOG00000048130 LOC100911725 100911725 1002 ENSRNOG00000020656 Pfkfb4 54283 1003 ENSRNOG00000020656 LOC100911725 100911725 1004 ENSRNOG00000047206 LOC100911727 100911727 1005 ENSRNOG00000019215 Cd151 64315 1006 ENSRNOG00000019215 LOC100911730 100911730 1007 ENSRNOG00000046094 Cd151 64315 1008 ENSRNOG00000046094 LOC100911730 100911730 1009 ENSRNOG00000059666 LOC100911733 100911733 1010 ENSRNOG00000046594 LOC100911734 100911734 1011 ENSRNOG00000062190 LOC100911744 100911744 1012 ENSRNOG00000047790 B9d1 287383 1013 ENSRNOG00000047790 LOC100911746 100911746 1014 ENSRNOG00000047790 LOC108348055 108348055 1015 ENSRNOG00000046904 B4gat1 293667 1016 ENSRNOG00000046904 LOC100911750 100911750 1017 ENSRNOG00000061365 LOC100911751 100911751 1018 ENSRNOG00000049320 LOC100911758 100911758 1019 ENSRNOG00000049324 LOC100911766 100911766 1020 ENSRNOG00000029810 Tspan4 293627 1021 ENSRNOG00000029810 LOC100911766 100911766 1022 ENSRNOG00000055809 LOC100911769 100911769 1023 ENSRNOG00000048071 LOC100911776 100911776 1024 ENSRNOG00000022766 Ccdc89 293107 1025 ENSRNOG00000022766 LOC100911776 100911776 1026 ENSRNOG00000050223 Rin1 207119 1027 ENSRNOG00000050223 LOC100911794 100911794 1028 ENSRNOG00000050223 LOC108348044 108348044 1029 ENSRNOG00000015788 Tmigd3 100363178 1030 ENSRNOG00000015788 LOC100911796 100911796 1031 ENSRNOG00000050743 Adora3 25370 1032 ENSRNOG00000050743 LOC100911796 100911796 1033 ENSRNOG00000050548 LOC100911797 100911797 1034 ENSRNOG00000046807 LOC100911801 100911801 1035 ENSRNOG00000048970 LOC100911804 100911804 1036 ENSRNOG00000050492 LOC100911807 100911807 1037 ENSRNOG00000046663 Fcgr2a 116591 1038 ENSRNOG00000046663 LOC498276 498276 1039 ENSRNOG00000046663 LOC100911825 100911825 1040 ENSRNOG00000046663 LOC108348047 108348047 1041 ENSRNOG00000049255 LOC100911837 100911837 1042 ENSRNOG00000047136 LOC100911839 100911839 1043 ENSRNOG00000046061 Olr229 293373 1044 ENSRNOG00000046061 LOC100911839 100911839 1045 ENSRNOG00000020117 Brms1 293668 1046 ENSRNOG00000020117 LOC100911841 100911841 1047 ENSRNOG00000020117 LOC108348098 108348098 1048 ENSRNOG00000046328 LOC100911845 100911845 1049 ENSRNOG00000018774 Rps14 29284 1050 ENSRNOG00000018774 LOC100911847 100911847 1051 ENSRNOG00000050305 Mbl2 64668 1052 ENSRNOG00000050305 LOC100911854 100911854 1053 ENSRNOG00000057016 LOC100911857 100911857 1054 ENSRNOG00000049962 LOC100911860 100911860 1055 ENSRNOG00000058862 LOC100911867 100911867 1056 ENSRNOG00000049995 Slc40a1 170840 1057 ENSRNOG00000049995 LOC100911874 100911874 1058 ENSRNOG00000019351 LOC100911881 100911881 1059 ENSRNOG00000050181 Chid1 293628 1060 ENSRNOG00000050181 LOC100911881 100911881 1061 ENSRNOG00000052685 Cd248 293669 1062 ENSRNOG00000052685 LOC100911882 100911882 1063 ENSRNOG00000061939 LOC100911886 100911886 1064 ENSRNOG00000049467 LOC100911888 100911888 1065 ENSRNOG00000048946 LOC100911893 100911893 1066 ENSRNOG00000022101 Crabp2 29563 1067 ENSRNOG00000022101 LOC100911902 100911902 1068 ENSRNOG00000051784 Apoc1 25292 1069 ENSRNOG00000051784 LOC100911905 100911905 1070 ENSRNOG00000020821 Clip3 308493 1071 ENSRNOG00000020821 LOC100911911 100911911 1072 ENSRNOG00000005059 LOC100911917 100911917 1073 ENSRNOG00000050278 LOC100911932 100911932 1074 ENSRNOG00000057590 LOC100911936 100911936 1075 ENSRNOG00000048841 LOC100911938 100911938 1076 ENSRNOG00000047869 LOC100911939 100911939 1077 ENSRNOG00000048942 Olr1237 405315 1078 ENSRNOG00000048942 LOC100911939 100911939 1079 ENSRNOG00000050764 LOC100911944 100911944 1080 ENSRNOG00000018018 LOC100911951 100911951 1081 ENSRNOG00000050450 Kcnip2 56817 1082 ENSRNOG00000050450 LOC100911951 100911951 1083 ENSRNOG00000049356 Olr1218 302087 1084 ENSRNOG00000049356 LOC100911958 100911958 1085 ENSRNOG00000045902 Izumo2 499147 1086 ENSRNOG00000045902 LOC100911976 100911976 1087 ENSRNOG00000000446 LOC100911983 100911983 1088 ENSRNOG00000045903 Olr1146 300407 1089 ENSRNOG00000045903 LOC100911988 100911988 1090 ENSRNOG00000056855 LOC100911991 100911991 1091 ENSRNOG00000050855 LOC100911994 100911994 1092 ENSRNOG00000060167 LOC100911999 100911999 1093 ENSRNOG00000005247 Surf1 64463 1094 ENSRNOG00000005247 LOC100912008 100912008 1095 ENSRNOG00000015527 LOC100912013 100912013 1096 ENSRNOG00000060305 LOC100912019 100912019 1097 ENSRNOG00000060305 LOC102554389 102554389 1098 ENSRNOG00000049946 LOC100912021 100912021 1099 ENSRNOG00000032944 LOC100912024 100912024 1100 ENSRNOG00000047150 LOC100912026 100912026 1101 ENSRNOG00000047150 LOC100912405 100912405 1102 ENSRNOG00000053282 LOC100912027 100912027 1103 ENSRNOG00000047045 Sdhaf1 499125 1104 ENSRNOG00000047045 LOC100912030 100912030 1105 ENSRNOG00000047045 LOC108348111 108348111 1106 ENSRNOG00000050469 LOC100912034 100912034 1107 ENSRNOG00000047187 LOC100912042 100912042 1108 ENSRNOG00000011692 Dkk1 293897 1109 ENSRNOG00000011692 LOC100912050 100912050 1110 ENSRNOG00000011692 NEWGENE_1307313 108348170 1111 ENSRNOG00000029046 LOC100912059 100912059 1112 ENSRNOG00000060138 LOC100912062 100912062 1113 ENSRNOG00000047398 LOC100912067 100912067 1114 ENSRNOG00000046384 LOC100912067 100912067 1115 ENSRNOG00000046384 LOC100912245 100912245 1116 ENSRNOG00000047723 Olr1219 405318 1117 ENSRNOG00000047723 LOC100912067 100912067 1118 ENSRNOG00000057619 LOC100912068 100912068 1119 ENSRNOG00000048407 LOC100912070 100912070 1120 ENSRNOG00000051278 LOC100912076 100912076 1121 ENSRNOG00000049285 LOC100912097 100912097 1122 ENSRNOG00000013250 Pdcd5 292814 1123 ENSRNOG00000013250 LOC100912106 100912106 1124 ENSRNOG00000013250 NEWGENE_1310561 108348109 1125 ENSRNOG00000046583 Olr1365 287081 1126 ENSRNOG00000046583 LOC100912159 100912159 1127 ENSRNOG00000048615 Olr1365 287081 1128 ENSRNOG00000048615 LOC100912159 100912159 1129 ENSRNOG00000016391 LOC100912163 100912163 1130 ENSRNOG00000031022 Rpl36al 81769 1131 ENSRNOG00000031022 LOC100912182 100912182 1132 ENSRNOG00000031022 LOC108348287 108348287 1133 ENSRNOG00000050613 LOC100912186 100912186 1134 ENSRNOG00000033844 Bex1 501625 1135 ENSRNOG00000033844 LOC100912195 100912195 1136 ENSRNOG00000055406 LOC100912210 100912210 1137 ENSRNOG00000049832 Olr281 293425 1138 ENSRNOG00000049832 LOC100912217 100912217 1139 ENSRNOG00000049832 LOC100912408 100912408 1140 ENSRNOG00000046449 LOC100912228 100912228 1141 ENSRNOG00000046925 LOC100912233 100912233 1142 ENSRNOG00000042206 LOC100912252 100912252 1143 ENSRNOG00000046844 LOC100912259 100912259 1144 ENSRNOG00000046844 LOC100912527 100912527 1145 ENSRNOG00000046844 LOC103690365 103690365 1146 ENSRNOG00000046844 LOC108348150 108348150 1147 ENSRNOG00000050193 LOC100912262 100912262 1148 ENSRNOG00000038697 LOC100912263 100912263 1149 ENSRNOG00000050096 LOC100912272 100912272 1150 ENSRNOG00000003176 Mixl1 289311 1151 ENSRNOG00000003176 LOC100912275 100912275 1152 ENSRNOG00000003176 NEWGENE_1310011 108348182 1153 ENSRNOG00000015447 LOC100912282 100912282 1154 ENSRNOG00000056992 LOC100912314 100912314 1155 ENSRNOG00000058501 Ifna11 298211 1156 ENSRNOG00000058501 LOC100912314 100912314 1157 ENSRNOG00000045793 LOC100912317 100912317 1158 ENSRNOG00000045793 LOC102554388 102554388 1159 ENSRNOG00000046038 LOC100912327 100912327 1160 ENSRNOG00000061597 LOC100912336 100912336 1161 ENSRNOG00000052824 LOC100912340 100912340 1162 ENSRNOG00000048794 LOC100912348 100912348 1163 ENSRNOG00000059274 RGD1564897 502962 1164 ENSRNOG00000059274 LOC100912356 100912356 1165 ENSRNOG00000004066 LOC100912365 100912365 1166 ENSRNOG00000050910 Hmgb3 305373 1167 ENSRNOG00000050910 LOC688583 688583 1168 ENSRNOG00000050910 LOC100912369 100912369 1169 ENSRNOG00000049321 LOC100912371 100912371 1170 ENSRNOG00000049225 Olr1256 405977 1171 ENSRNOG00000049225 LOC100912371 100912371 1172 ENSRNOG00000048206 Olr844 405146 1173 ENSRNOG00000048206 LOC100912374 100912374 1174 ENSRNOG00000050287 Ebna1bp2 114021 1175 ENSRNOG00000050287 LOC100912375 100912375 1176 ENSRNOG00000050287 LOC108348080 108348080 1177 ENSRNOG00000048194 LOC100912380 100912380 1178 ENSRNOG00000058242 Eps8l3 295361 1179 ENSRNOG00000058242 LOC100912384 100912384 1180 ENSRNOG00000052231 Olr1260 405314 1181 ENSRNOG00000052231 LOC100912388 100912388 1182 ENSRNOG00000045895 Dcp2 291604 1183 ENSRNOG00000045895 LOC100912393 100912393 1184 ENSRNOG00000050275 LOC100912399 100912399 1185 ENSRNOG00000056194 LOC100912405 100912405 1186 ENSRNOG00000047813 LOC100912408 100912408 1187 ENSRNOG00000048360 LOC100912415 100912415 1188 ENSRNOG00000030222 LOC100912416 100912416 1189 ENSRNOG00000031027 LOC100912421 100912421 1190 ENSRNOG00000047959 LOC100912425 100912425 1191 ENSRNOG00000030807 LOC100912427 100912427 1192 ENSRNOG00000046920 Snip1 313588 1193 ENSRNOG00000046920 LOC100912429 100912429 1194 ENSRNOG00000058357 Gstm5 64352 1195 ENSRNOG00000058357 LOC100912430 100912430 1196 ENSRNOG00000058357 Gstm3 108348148 1197 ENSRNOG00000046762 Olr1260 405314 1198 ENSRNOG00000046762 LOC100912432 100912432 1199 ENSRNOG00000047324 Olr1260 405314 1200 ENSRNOG00000047324 LOC100912432 100912432 1201 ENSRNOG00000011399 LOC100912436 100912436 1202 ENSRNOG00000059669 LOC100912449 100912449 1203 ENSRNOG00000048926 LOC100912450 100912450 1204 ENSRNOG00000048926 LOC108348150 108348150 1205 ENSRNOG00000047561 LOC100912450 100912450 1206 ENSRNOG00000047561 LOC108348150 108348150 1207 ENSRNOG00000050854 Clcn2 29232 1208 ENSRNOG00000050854 LOC100912455 100912455 1209 ENSRNOG00000025216 Alkbh6 292780 1210 ENSRNOG00000025216 LOC100912458 100912458 1211 ENSRNOG00000025216 LOC108348106 108348106 1212 ENSRNOG00000048979 LOC100912471 100912471 1213 ENSRNOG00000045635 LOC100361204 100361204 1214 ENSRNOG00000045635 LOC100912474 100912474 1215 ENSRNOG00000061059 LOC100912478 100912478 1216 ENSRNOG00000046950 LOC100912481 100912481 1217 ENSRNOG00000014865 LOC100912483 100912483 1218 ENSRNOG00000050355 LOC100912488 100912488 1219 ENSRNOG00000048854 Olr1241 300566 1220 ENSRNOG00000048854 LOC100912488 100912488 1221 ENSRNOG00000045978 Hist1h2ao 364723 1222 ENSRNOG00000045978 Hist2h4a 502913 1223 ENSRNOG00000045978 LOC100912489 100912489 1224 ENSRNOG00000045978 LOC100912564 100912564 1225 ENSRNOG00000050162 LOC100912491 100912491 1226 ENSRNOG00000045653 LOC100912498 100912498 1227 ENSRNOG00000052339 LOC100912505 100912505 1228 ENSRNOG00000046241 LOC100912507 100912507 1229 ENSRNOG00000046241 LOC103692018 103692018 1230 ENSRNOG00000060730 LOC100912509 100912509 1231 ENSRNOG00000015424 Olr51 405904 1232 ENSRNOG00000015424 LOC100912515 100912515 1233 ENSRNOG00000058377 LOC100912520 100912520 1234 ENSRNOG00000048722 Smco3 500352 1235 ENSRNOG00000048722 LOC100912527 100912527 1236 ENSRNOG00000048722 LOC103690365 103690365 1237 ENSRNOG00000048722 LOC108348150 108348150 1238 ENSRNOG00000049347 LOC686209 686209 1239 ENSRNOG00000049347 LOC100912529 100912529 1240 ENSRNOG00000001748 LOC100912534 100912534 1241 ENSRNOG00000047112 LOC100912537 100912537 1242 ENSRNOG00000050877 LOC100912538 100912538 1243 ENSRNOG00000055159 LOC100912540 100912540 1244 ENSRNOG00000050632 LOC100912543 100912543 1245 ENSRNOG00000050632 LOC103692041 103692041 1246 ENSRNOG00000048735 Hist1h2ao 364723 1247 ENSRNOG00000048735 Hist2h4a 502913 1248 ENSRNOG00000048735 LOC100912564 100912564 1249 ENSRNOG00000058444 Hist1h2ao 364723 1250 ENSRNOG00000058444 Hist2h4a 502913 1251 ENSRNOG00000058444 LOC100912564 100912564 1252 ENSRNOG00000050933 Hist1h2ao 364723 1253 ENSRNOG00000050933 Hist2h4a 502913 1254 ENSRNOG00000050933 H4f16 680097 1255 ENSRNOG00000050933 LOC100912564 100912564 1256 ENSRNOG00000048642 Hist1h2ao 364723 1257 ENSRNOG00000048642 Hist2h4a 502913 1258 ENSRNOG00000048642 LOC100912564 100912564 1259 ENSRNOG00000046636 Hist1h2ao 364723 1260 ENSRNOG00000046636 Hist2h4a 502913 1261 ENSRNOG00000046636 LOC100912564 100912564 1262 ENSRNOG00000046636 LOC102548682 102548682 1263 ENSRNOG00000054017 Hist1h4b 64627 1264 ENSRNOG00000054017 Hist1h2ao 364723 1265 ENSRNOG00000054017 Hist2h4a 502913 1266 ENSRNOG00000054017 LOC100912564 100912564 1267 ENSRNOG00000032224 Hist2h4 295277 1268 ENSRNOG00000032224 Hist1h2ao 364723 1269 ENSRNOG00000032224 Hist2h4a 502913 1270 ENSRNOG00000032224 LOC100912564 100912564 1271 ENSRNOG00000048215 Hist1h2ao 364723 1272 ENSRNOG00000048215 Hist2h4a 502913 1273 ENSRNOG00000048215 Hist1h4a 679983 1274 ENSRNOG00000048215 LOC100912564 100912564 1275 ENSRNOG00000045840 Hist1h2ao 364723 1276 ENSRNOG00000045840 RGD1562378 500351 1277 ENSRNOG00000045840 Hist2h4a 502913 1278 ENSRNOG00000045840 LOC100912564 100912564 1279 ENSRNOG00000051891 Hist1h2ao 364723 1280 ENSRNOG00000051891 Hist2h4a 502913 1281 ENSRNOG00000051891 LOC100912564 100912564 1282 ENSRNOG00000051891 LOC102551184 102551184 1283 ENSRNOG00000050595 Mup5 298107 1284 ENSRNOG00000050595 LOC100912565 100912565 1285 ENSRNOG00000021609 LOC100912566 100912566 1286 ENSRNOG00000049598 LOC100912571 100912571 1287 ENSRNOG00000059883 LOC100912578 100912578 1288 ENSRNOG00000049807 Olr1254 405976 1289 ENSRNOG00000049807 LOC100912580 100912580 1290 ENSRNOG00000049807 LOC103692042 103692042 1291 ENSRNOG00000047907 LOC100912585 100912585 1292 ENSRNOG00000002412 Mapk7 114509 1293 ENSRNOG00000002412 LOC100912585 100912585 1294 ENSRNOG00000037426 LOC100912590 100912590 1295 ENSRNOG00000058498 LOC100912596 100912596 1296 ENSRNOG00000023387 LOC679739 679739 1297 ENSRNOG00000023387 LOC100912599 100912599 1298 ENSRNOG00000046379 LOC100912604 100912604 1299 ENSRNOG00000050031 LOC100912609 100912609 1300 ENSRNOG00000050031 LOC108348150 108348150 1301 ENSRNOG00000052753 LOC100912611 100912611 1302 ENSRNOG00000058424 LOC100912615 100912615 1303 ENSRNOG00000025580 Ube2v1 296390 1304 ENSRNOG00000025580 LOC679539 679539 1305 ENSRNOG00000025580 LOC100912618 100912618 1306 ENSRNOG00000049991 Mcpt8 29269 1307 ENSRNOG00000049991 Mcpt10 54269 1308 ENSRNOG00000049991 Mcpt9 54272 1309 ENSRNOG00000049991 Mcpt8l3 408207 1310 ENSRNOG00000049991 LOC691603 691603 1311 ENSRNOG00000049991 LOC100912724 100912724 1312 ENSRNOG00000049264 LOC686042 686042 1313 ENSRNOG00000049264 LOC100912759 100912759 1314 ENSRNOG00000023469 Pramel3 503465 1315 ENSRNOG00000023469 LOC100912836 100912836 1316 ENSRNOG00000015386 LOC100912849 100912849 1317 ENSRNOG00000037684 RGD1566159 503466 1318 ENSRNOG00000037684 LOC100912937 100912937 1319 ENSRNOG00000059342 LOC100912958 100912958 1320 ENSRNOG00000038155 Defb12 641643 1321 ENSRNOG00000038155 LOC100912990 100912990 1322 ENSRNOG00000047379 Zfp82 100910231 1323 ENSRNOG00000047379 LOC102546354 102546354 1324 ENSRNOG00000050531 LOC102546467 102546467 1325 ENSRNOG00000040007 LOC102546495 102546495 1326 ENSRNOG00000049579 LOC102546596 102546596 1327 ENSRNOG00000049579 LOC102554207 102554207 1328 ENSRNOG00000051633 LOC102546630 102546630 1329 ENSRNOG00000023233 LOC102546648 102546648 1330 ENSRNOG00000047013 Prrg3 293935 1331 ENSRNOG00000047013 LOC102546678 102546678 1332 ENSRNOG00000045663 Prrg3 293935 1333 ENSRNOG00000045663 LOC102546678 102546678 1334 ENSRNOG00000004262 LOC102546716 102546716 1335 ENSRNOG00000059783 LOC102546830 102546830 1336 ENSRNOG00000055545 LOC102546862 102546862 1337 ENSRNOG00000022426 LOC102546864 102546864 1338 ENSRNOG00000059087 LOC102546889 102546889 1339 ENSRNOG00000042788 LOC102546963 102546963 1340 ENSRNOG00000050262 LOC102547011 102547011 1341 ENSRNOG00000058091 LOC102547035 102547035 1342 ENSRNOG00000052783 LOC102547039 102547039 1343 ENSRNOG00000052023 LOC102547241 102547241 1344 ENSRNOG00000030156 LOC102547344 102547344 1345 ENSRNOG00000059513 LOC102547412 102547412 1346 ENSRNOG00000037368 LOC102547626 102547626 1347 ENSRNOG00000046758 Tmem217 687483 1348 ENSRNOG00000046758 LOC102547645 102547645 1349 ENSRNOG00000028058 LOC102547663 102547663 1350 ENSRNOG00000046212 LOC102547811 102547811 1351 ENSRNOG00000015196 LOC102547897 102547897 1352 ENSRNOG00000049723 LOC102547963 102547963 1353 ENSRNOG00000061064 LOC102548031 102548031 1354 ENSRNOG00000051782 LOC102548067 102548067 1355 ENSRNOG00000054673 RGD1564915 502547 1356 ENSRNOG00000054673 LOC102548071 102548071 1357 ENSRNOG00000057116 Pex19 289233 1358 ENSRNOG00000057116 LOC102548286 102548286 1359 ENSRNOG00000031960 LOC102548369 102548369 1360 ENSRNOG00000010587 LOC102548514 102548514 1361 ENSRNOG00000049135 LOC102548541 102548541 1362 ENSRNOG00000045646 H3c13 684762 1363 ENSRNOG00000045646 LOC102548682 102548682 1364 ENSRNOG00000045646 LOC102549173 102549173 1365 ENSRNOG00000060366 Hist2h3c2 310678 1366 ENSRNOG00000060366 H3c13 684762 1367 ENSRNOG00000060366 LOC102548682 102548682 1368 ENSRNOG00000060366 LOC102549173 102549173 1369 ENSRNOG00000028975 H3c13 684762 1370 ENSRNOG00000028975 LOC690126 690126 1371 ENSRNOG00000028975 LOC102548682 102548682 1372 ENSRNOG00000028975 LOC102549173 102549173 1373 ENSRNOG00000061185 H3c13 684762 1374 ENSRNOG00000061185 LOC102548682 102548682 1375 ENSRNOG00000061185 LOC102549173 102549173 1376 ENSRNOG00000053081 H3c13 684762 1377 ENSRNOG00000053081 LOC102548682 102548682 1378 ENSRNOG00000053081 LOC102549173 102549173 1379 ENSRNOG00000049198 H3c13 684762 1380 ENSRNOG00000049198 LOC100910366 100910366 1381 ENSRNOG00000049198 LOC102548682 102548682 1382 ENSRNOG00000049198 LOC102549173 102549173 1383 ENSRNOG00000050478 H3c13 684762 1384 ENSRNOG00000050478 LOC102548682 102548682 1385 ENSRNOG00000050478 LOC102549173 102549173 1386 ENSRNOG00000045644 H3c13 684762 1387 ENSRNOG00000045644 LOC684841 684841 1388 ENSRNOG00000045644 LOC102548682 102548682 1389 ENSRNOG00000045644 LOC102549173 102549173 1390 ENSRNOG00000055608 LOC102548695 102548695 1391 ENSRNOG00000056515 LOC102548875 102548875 1392 ENSRNOG00000050178 LOC102549011 102549011 1393 ENSRNOG00000059949 LOC102549061 102549061 1394 ENSRNOG00000056964 LOC102549158 102549158 1395 ENSRNOG00000046638 LOC102549291 102549291 1396 ENSRNOG00000054481 LOC102549391 102549391 1397 ENSRNOG00000053948 LOC102549506 102549506 1398 ENSRNOG00000032822 LOC102549517 102549517 1399 ENSRNOG00000048949 Elovl6 171402 1400 ENSRNOG00000048949 LOC102549542 102549542 1401 ENSRNOG00000013459 Ints9 290322 1402 ENSRNOG00000013459 LOC102549712 102549712 1403 ENSRNOG00000051152 LOC102549817 102549817 1404 ENSRNOG00000049259 LOC102549842 102549842 1405 ENSRNOG00000022941 LOC102549852 102549852 1406 ENSRNOG00000057358 LOC102549888 102549888 1407 ENSRNOG00000047095 Plac1 317316 1408 ENSRNOG00000047095 LOC102550080 102550080 1409 ENSRNOG00000037285 LOC102550160 102550160 1410 ENSRNOG00000053843 LOC102550284 102550284 1411 ENSRNOG00000054534 LOC102550365 102550365 1412 ENSRNOG00000030870 LOC102550396 102550396 1413 ENSRNOG00000061691 LOC102550455 102550455 1414 ENSRNOG00000050805 Tsc22d4 684980 1415 ENSRNOG00000050805 LOC102550456 102550456 1416 ENSRNOG00000061539 LOC102550577 102550577 1417 ENSRNOG00000009115 Sprr2f 102550416 1418 ENSRNOG00000009115 LOC102550598 102550598 1419 ENSRNOG00000033487 LOC102550668 102550668 1420 ENSRNOG00000030296 LOC102550734 102550734 1421 ENSRNOG00000047861 LOC102550797 102550797 1422 ENSRNOG00000055043 LOC102550872 102550872 1423 ENSRNOG00000049090 Zfp697 295310 1424 ENSRNOG00000049090 LOC102550892 102550892 1425 ENSRNOG00000055713 LOC102551003 102551003 1426 ENSRNOG00000029935 LOC102551035 102551035 1427 ENSRNOG00000037159 LOC102551064 102551064 1428 ENSRNOG00000056798 LOC102551071 102551071 1429 ENSRNOG00000061118 LOC102551095 102551095 1430 ENSRNOG00000030551 LOC102551265 102551265 1431 ENSRNOG00000049311 LOC102551267 102551267 1432 ENSRNOG00000040057 LOC102551304 102551304 1433 ENSRNOG00000055715 LOC102551309 102551309 1434 ENSRNOG00000042542 LOC102551314 102551314 1435 ENSRNOG00000047145 LOC102551340 102551340 1436 ENSRNOG00000040054 LOC102551406 102551406 1437 ENSRNOG00000062119 LOC102551453 102551453 1438 ENSRNOG00000057156 LOC102551497 102551497 1439 ENSRNOG00000049274 LOC102551504 102551504 1440 ENSRNOG00000048864 LOC102551539 102551539 1441 ENSRNOG00000060132 LOC102551575 102551575 1442 ENSRNOG00000050249 LOC102551633 102551633 1443 ENSRNOG00000050693 LOC102551679 102551679 1444 ENSRNOG00000025970 LOC102551819 102551819 1445 ENSRNOG00000045554 LOC102551901 102551901 1446 ENSRNOG00000055506 LOC102551929 102551929 1447 ENSRNOG00000050724 LOC102552128 102552128 1448 ENSRNOG00000061511 LOC102552182 102552182 1449 ENSRNOG00000059303 LOC102552318 102552318 1450 ENSRNOG00000056545 LOC102552324 102552324 1451 ENSRNOG00000009383 LOC102552326 102552326 1452 ENSRNOG00000057506 LOC102552387 102552387 1453 ENSRNOG00000039615 LOC102552474 102552474 1454 ENSRNOG00000052406 LOC102552527 102552527 1455 ENSRNOG00000050874 LOC102552549 102552549 1456 ENSRNOG00000027803 LOC102552619 102552619 1457 ENSRNOG00000057003 LOC102552638 102552638 1458 ENSRNOG00000021183 Rcor2l1 498485 1459 ENSRNOG00000021183 LOC102552640 102552640 1460 ENSRNOG00000055916 LOC102552651 102552651 1461 ENSRNOG00000049238 LOC102552659 102552659 1462 ENSRNOG00000057017 LOC102552889 102552889 1463 ENSRNOG00000028116 LOC102552988 102552988 1464 ENSRNOG00000048358 LOC102553010 102553010 1465 ENSRNOG00000033805 Klk15 292873 1466 ENSRNOG00000033805 LOC102553035 102553035 1467 ENSRNOG00000012657 LOC102553069 102553069 1468 ENSRNOG00000018083 LOC102553078 102553078 1469 ENSRNOG00000053168 LOC102553088 102553088 1470 ENSRNOG00000049740 LOC102553099 102553099 1471 ENSRNOG00000048679 LOC102553110 102553110 1472 ENSRNOG00000049237 LOC102553138 102553138 1473 ENSRNOG00000042372 LOC102553278 102553278 1474 ENSRNOG00000048649 Ssty1 301816 1475 ENSRNOG00000048649 LOC102553316 102553316 1476 ENSRNOG00000046133 LOC102553613 102553613 1477 ENSRNOG00000045683 LOC102553715 102553715 1478 ENSRNOG00000025200 LOC102553785 102553785 1479 ENSRNOG00000051253 LOC102553828 102553828 1480 ENSRNOG00000047114 LOC102553845 102553845 1481 ENSRNOG00000030813 LOC102553848 102553848 1482 ENSRNOG00000045973 Gzmbl2 100361468 1483 ENSRNOG00000045973 LOC102553861 102553861 1484 ENSRNOG00000047176 LOC102553892 102553892 1485 ENSRNOG00000046480 LOC102553962 102553962 1486 ENSRNOG00000056480 LOC102554012 102554012 1487 ENSRNOG00000048837 LOC102554121 102554121 1488 ENSRNOG00000056102 LOC102554192 102554192 1489 ENSRNOG00000050691 LOC102554207 102554207 1490 ENSRNOG00000049287 MGC94199 362483 1491 ENSRNOG00000049287 LOC102554232 102554232 1492 ENSRNOG00000061920 LOC102554283 102554283 1493 ENSRNOG00000018379 LOC102554302 102554302 1494 ENSRNOG00000006112 LOC102554315 102554315 1495 ENSRNOG00000048510 LOC102554388 102554388 1496 ENSRNOG00000045971 Olr1220 405100 1497 ENSRNOG00000045971 LOC102554388 102554388 1498 ENSRNOG00000053371 LOC102554500 102554500 1499 ENSRNOG00000056916 LOC102554508 102554508 1500 ENSRNOG00000051380 LOC102554576 102554576 1501 ENSRNOG00000049855 LOC102554637 102554637 1502 ENSRNOG00000056129 LOC102554659 102554659 1503 ENSRNOG00000058180 LOC102554748 102554748 1504 ENSRNOG00000037709 Armcx1 501619 1505 ENSRNOG00000037709 LOC102554790 102554790 1506 ENSRNOG00000054053 LOC102554799 102554799 1507 ENSRNOG00000031595 LOC102554838 102554838 1508 ENSRNOG00000056023 LOC102554931 102554931 1509 ENSRNOG00000061479 LOC102555038 102555038 1510 ENSRNOG00000050661 LOC102555083 102555083 1511 ENSRNOG00000050651 Zfp647 362948 1512 ENSRNOG00000050651 LOC102555083 102555083 1513 ENSRNOG00000006796 Zfp146 687516 1514 ENSRNOG00000006796 LOC102555183 102555183 1515 ENSRNOG00000051572 LOC102555189 102555189 1516 ENSRNOG00000050729 LOC102555217 102555217 1517 ENSRNOG00000061298 LOC102555239 102555239 1518 ENSRNOG00000061298 LOC102555328 102555328 1519 ENSRNOG00000061298 LOC103690214 103690214 1520 ENSRNOG00000061298 LOC103690420 103690420 1521 ENSRNOG00000026569 LOC102555377 102555377 1522 ENSRNOG00000046839 LOC102555392 102555392 1523 ENSRNOG00000046839 LOC103694226 103694226 1524 ENSRNOG00000047477 LOC102555445 102555445 1525 ENSRNOG00000028993 LOC102555453 102555453 1526 ENSRNOG00000029115 RGD1564883 312363 1527 ENSRNOG00000029115 LOC102555453 102555453 1528 ENSRNOG00000018747 Elmo2 362271 1529 ENSRNOG00000018747 LOC102555457 102555457 1530 ENSRNOG00000055234 LOC102555534 102555534 1531 ENSRNOG00000050230 LOC102555578 102555578 1532 ENSRNOG00000050957 LOC102555599 102555599 1533 ENSRNOG00000023431 LOC102555635 102555635 1534 ENSRNOG00000051827 LOC102555852 102555852 1535 ENSRNOG00000061008 LOC102555975 102555975 1536 ENSRNOG00000052651 LOC102556085 102556085 1537 ENSRNOG00000042990 LOC102556096 102556096 1538 ENSRNOG00000045933 LOC102556148 102556148 1539 ENSRNOG00000057086 Nat8f4 102549803 1540 ENSRNOG00000057086 LOC102556148 102556148 1541 ENSRNOG00000051244 LOC102556277 102556277 1542 ENSRNOG00000015428 LOC102556337 102556337 1543 ENSRNOG00000060509 LOC102556339 102556339 1544 ENSRNOG00000049911 LOC102556347 102556347 1545 ENSRNOG00000036958 LOC102556447 102556447 1546 ENSRNOG00000033729 LOC102556967 102556967 1547 ENSRNOG00000059697 LOC102557137 102557137 1548 ENSRNOG00000017519 LOC102557244 102557244 1549 ENSRNOG00000038101 Psg19 24256 1550 ENSRNOG00000038101 LOC102557319 102557319 1551 ENSRNOG00000059426 Olr1657 364726 1552 ENSRNOG00000059426 LOC102557552 102557552 1553 ENSRNOG00000059426 LOC103690297 103690297 1554 ENSRNOG00000059328 LOC102557552 102557552 1555 ENSRNOG00000059328 LOC103690297 103690297 1556 ENSRNOG00000008563 LOC171573 171573 1557 ENSRNOG00000002820 LOC24906 24906 1558 ENSRNOG00000004858 LOC257643 257643 1559 ENSRNOG00000028430 LOC257650 257650 1560 ENSRNOG00000009273 LOC259244 259244 1561 ENSRNOG00000009273 RGD1566134 298109 1562 ENSRNOG00000009273 LOC298116 298116 1563 ENSRNOG00000009273 LOC102548083 102548083 1564 ENSRNOG00000033130 LOC259244 259244 1565 ENSRNOG00000042543 LOC259246 259246 1566 ENSRNOG00000042543 RGD1566134 298109 1567 ENSRNOG00000046529 LOC259246 259246 1568 ENSRNOG00000046529 RGD1566134 298109 1569 ENSRNOG00000046529 LOC500473 500473 1570 ENSRNOG00000013245 LOC286960 286960 1571 ENSRNOG00000028414 LOC288521 288521 1572 ENSRNOG00000049931 LOC288913 288913 1573 ENSRNOG00000045570 LOC288978 288978 1574 ENSRNOG00000027702 LOC289035 289035 1575 ENSRNOG00000043342 LOC290595 290595 1576 ENSRNOG00000026740 LOC290876 290876 1577 ENSRNOG00000046404 LOC291276 291276 1578 ENSRNOG00000046404 Idi2 502143 1579 ENSRNOG00000015519 Ces1d 113902 1580 ENSRNOG00000015519 LOC291863 291863 1581 ENSRNOG00000054438 LOC292543 292543 1582 ENSRNOG00000036952 LOC296235 296235 1583 ENSRNOG00000007238 LOC297756 297756 1584 ENSRNOG00000049727 LOC298111 298111 1585 ENSRNOG00000045733 LOC298139 298139 1586 ENSRNOG00000004188 LOC298795 298795 1587 ENSRNOG00000037743 LOC299277 299277 1588 ENSRNOG00000010478 Serpina3n 24795 1589 ENSRNOG00000010478 LOC299282 299282 1590 ENSRNOG00000010478 LOC500712 500712 1591 ENSRNOG00000048850 LOC300024 300024 1592 ENSRNOG00000048230 LOC300308 300308 1593 ENSRNOG00000045737 LOC302192 302192 1594 ENSRNOG00000046576 LOC302192 302192 1595 ENSRNOG00000046576 LOC681180 681180 1596 ENSRNOG00000049503 LOC302192 302192 1597 ENSRNOG00000049503 LOC689479 689479 1598 ENSRNOG00000047403 LOC302228 302228 1599 ENSRNOG00000047403 LOC681107 681107 1600 ENSRNOG00000030417 Gmcl1l 302575 1601 ENSRNOG00000030417 LOC302576 302576 1602 ENSRNOG00000008432 Slc22a5 29726 1603 ENSRNOG00000008432 LOC303140 303140 1604 ENSRNOG00000054719 LOC303448 303448 1605 ENSRNOG00000029556 LOC304725 304725 1606 ENSRNOG00000039782 LOC305806 305806 1607 ENSRNOG00000031061 LOC306079 306079 1608 ENSRNOG00000017133 LOC306766 306766 1609 ENSRNOG00000039726 LOC307727 307727 1610 ENSRNOG00000016978 LOC308990 308990 1611 ENSRNOG00000025157 LOC310177 310177 1612 ENSRNOG00000013203 LOC312273 312273 1613 ENSRNOG00000056011 LOC314140 314140 1614 ENSRNOG00000047549 LOC316124 316124 1615 ENSRNOG00000003883 LOC317456 317456 1616 ENSRNOG00000028075 LOC360479 360479 1617 ENSRNOG00000039504 LOC360919 360919 1618 ENSRNOG00000029734 LOC360933 360933 1619 ENSRNOG00000028677 LOC361346 361346 1620 ENSRNOG00000028985 LOC361914 361914 1621 ENSRNOG00000017758 LOC361985 361985 1622 ENSRNOG00000026807 LOC362863 362863 1623 ENSRNOG00000031383 LOC362901 362901 1624 ENSRNOG00000033584 LOC362921 362921 1625 ENSRNOG00000042971 LOC363337 363337 1626 ENSRNOG00000015168 LOC365238 365238 1627 ENSRNOG00000028324 LOC365263 365263 1628 ENSRNOG00000061390 LOC365778 365778 1629 ENSRNOG00000038242 LOC365791 365791 1630 ENSRNOG00000016146 LOC365839 365839 1631 ENSRNOG00000027052 LOC367050 367050 1632 ENSRNOG00000031132 LOC367117 367117 1633 ENSRNOG00000031912 LOC367195 367195 1634 ENSRNOG00000042530 LOC367830 367830 1635 ENSRNOG00000047100 LOC367975 367975 1636 ENSRNOG00000060241 LOC497796 497796 1637 ENSRNOG00000022555 LOC497899 497899 1638 ENSRNOG00000015975 LOC497940 497940 1639 ENSRNOG00000057443 Nos2 24599 1640 ENSRNOG00000057443 LOC497963 497963 1641 ENSRNOG00000038987 LOC498084 498084 1642 ENSRNOG00000048861 LOC498122 498122 1643 ENSRNOG00000030354 LOC498152 498152 1644 ENSRNOG00000001289 LOC498154 498154 1645 ENSRNOG00000032693 LOC498155 498155 1646 ENSRNOG00000004341 LOC498222 498222 1647 ENSRNOG00000029418 LOC498231 498231 1648 ENSRNOG00000025987 LOC498236 498236 1649 ENSRNOG00000059276 LOC498265 498265 1650 ENSRNOG00000050163 LOC498300 498300 1651 ENSRNOG00000032812 LOC498308 498308 1652 ENSRNOG00000048659 LOC498316 498316 1653 ENSRNOG00000029004 LOC498339 498339 1654 ENSRNOG00000002191 LOC498368 498368 1655 ENSRNOG00000022323 Tcea1 362479 1656 ENSRNOG00000022323 LOC498453 498453 1657 ENSRNOG00000028821 LOC498460 498460 1658 ENSRNOG00000038074 LOC498555 498555 1659 ENSRNOG00000046155 LOC498675 498675 1660 ENSRNOG00000033993 LOC498705 498705 1661 ENSRNOG00000061738 LOC498711 498711 1662 ENSRNOG00000025687 LOC498836 498836 1663 ENSRNOG00000011671 LOC498933 498933 1664 ENSRNOG00000014455 LOC499136 499136 1665 ENSRNOG00000024789 LOC499219 499219 1666 ENSRNOG00000031368 LOC499235 499235 1667 ENSRNOG00000013713 LOC499240 499240 1668 ENSRNOG00000022900 LOC499276 499276 1669 ENSRNOG00000025644 LOC499331 499331 1670 ENSRNOG00000058912 LOC499407 499407 1671 ENSRNOG00000031115 LOC499530 499530 1672 ENSRNOG00000030171 LOC499541 499541 1673 ENSRNOG00000032427 LOC499542 499542 1674 ENSRNOG00000030204 LOC499544 499544 1675 ENSRNOG00000031320 LOC499565 499565 1676 ENSRNOG00000033449 LOC499573 499573 1677 ENSRNOG00000033028 LOC499584 499584 1678 ENSRNOG00000032009 LOC499643 499643 1679 ENSRNOG00000033088 LOC499715 499715 1680 ENSRNOG00000028112 LOC499796 499796 1681 ENSRNOG00000032177 LOC499843 499843 1682 ENSRNOG00000037081 LOC499886 499886 1683 ENSRNOG00000009135 LOC500007 500007 1684 ENSRNOG00000008962 LOC500028 500028 1685 ENSRNOG00000031207 LOC500035 500035 1686 ENSRNOG00000010594 LOC500124 500124 1687 ENSRNOG00000009917 LOC500227 500227 1688 ENSRNOG00000030158 LOC500350 500350 1689 ENSRNOG00000027979 LOC500354 500354 1690 ENSRNOG00000005666 LOC500460 500460 1691 ENSRNOG00000024506 LOC500475 500475 1692 ENSRNOG00000026676 LOC500567 500567 1693 ENSRNOG00000023112 LOC500594 500594 1694 ENSRNOG00000038322 LOC500684 500684 1695 ENSRNOG00000030420 LOC500702 500702 1696 ENSRNOG00000051928 LOC500827 500827 1697 ENSRNOG00000031425 LOC500846 500846 1698 ENSRNOG00000004914 LOC500876 500876 1699 ENSRNOG00000029292 LOC500877 500877 1700 ENSRNOG00000031660 LOC500948 500948 1701 ENSRNOG00000038867 LOC500990 500990 1702 ENSRNOG00000033654 LOC501038 501038 1703 ENSRNOG00000015438 Ces1c 24346 1704 ENSRNOG00000015438 Cesl1 501232 1705 ENSRNOG00000015438 LOC501233 501233 1706 ENSRNOG00000015438 Ces1f 100125372 1707 ENSRNOG00000047982 LOC501317 501317 1708 ENSRNOG00000046353 LOC501406 501406 1709 ENSRNOG00000060291 LOC501441 501441 1710 ENSRNOG00000048976 LOC501467 501467 1711 ENSRNOG00000037711 LOC501618 501618 1712 ENSRNOG00000030321 LOC502176 502176 1713 ENSRNOG00000039210 LOC502618 502618 1714 ENSRNOG00000047116 LOC502660 502660 1715 ENSRNOG00000023721 LOC502684 502684 1716 ENSRNOG00000053661 LOC502907 502907 1717 ENSRNOG00000061664 LOC502908 502908 1718 ENSRNOG00000055292 LOC679087 679087 1719 ENSRNOG00000048039 LOC679149 679149 1720 ENSRNOG00000022619 Fth1 25319 1721 ENSRNOG00000022619 LOC679217 679217 1722 ENSRNOG00000022619 LOC689130 689130 1723 ENSRNOG00000022709 LOC679565 679565 1724 ENSRNOG00000043159 Vom2r41 293069 1725 ENSRNOG00000043159 Vom2r42 679557 1726 ENSRNOG00000043159 LOC679574 679574 1727 ENSRNOG00000062077 LOC679583 679583 1728 ENSRNOG00000055634 LOC679663 679663 1729 ENSRNOG00000054246 LOC679711 679711 1730 ENSRNOG00000049394 LOC679739 679739 1731 ENSRNOG00000034106 LOC679748 679748 1732 ENSRNOG00000033640 LOC679766 679766 1733 ENSRNOG00000051949 LOC679803 679803 1734 ENSRNOG00000061035 LOC679822 679822 1735 ENSRNOG00000042340 LOC679894 679894 1736 ENSRNOG00000003062 LOC679960 679960 1737 ENSRNOG00000027623 LOC680039 680039 1738 ENSRNOG00000047468 LOC680045 680045 1739 ENSRNOG00000009920 LOC680121 680121 1740 ENSRNOG00000009920 LOC689955 689955 1741 ENSRNOG00000005811 LOC680121 680121 1742 ENSRNOG00000005811 LOC688655 688655 1743 ENSRNOG00000005811 LOC689955 689955 1744 ENSRNOG00000052118 LOC680190 680190 1745 ENSRNOG00000042308 LOC680200 680200 1746 ENSRNOG00000037911 LOC680227 680227 1747 ENSRNOG00000056235 LOC680288 680288 1748 ENSRNOG00000033484 LOC680353 680353 1749 ENSRNOG00000011606 LOC680385 680385 1750 ENSRNOG00000054546 LOC680394 680394 1751 ENSRNOG00000042701 LOC680428 680428 1752 ENSRNOG00000042736 LOC680442 680442 1753 ENSRNOG00000033808 LOC680512 680512 1754 ENSRNOG00000027997 LOC680520 680520 1755 ENSRNOG00000053294 LOC680562 680562 1756 ENSRNOG00000031634 LOC680585 680585 1757 ENSRNOG00000011484 LOC680700 680700 1758 ENSRNOG00000023828 LOC680875 680875 1759 ENSRNOG00000039749 LOC680885 680885 1760 ENSRNOG00000036647 Olr292 293594 1761 ENSRNOG00000036647 LOC680907 680907 1762 ENSRNOG00000048881 RGD1563400 360777 1763 ENSRNOG00000048881 LOC680910 680910 1764 ENSRNOG00000024182 LOC680913 680913 1765 ENSRNOG00000042468 LOC680920 680920 1766 ENSRNOG00000059784 LOC680933 680933 1767 ENSRNOG00000040095 LOC680955 680955 1768 ENSRNOG00000030346 LOC680959 680959 1769 ENSRNOG00000025953 LOC681006 681006 1770 ENSRNOG00000057013 LOC681067 681067 1771 ENSRNOG00000049059 LOC681077 681077 1772 ENSRNOG00000047077 LOC681182 681182 1773 ENSRNOG00000047077 LOC681341 681341 1774 ENSRNOG00000021898 LOC681241 681241 1775 ENSRNOG00000034107 LOC681282 681282 1776 ENSRNOG00000020749 LOC681314 681314 1777 ENSRNOG00000023005 LOC681325 681325 1778 ENSRNOG00000039063 LOC681355 681355 1779 ENSRNOG00000049312 LOC681364 681364 1780 ENSRNOG00000046871 LOC681367 681367 1781 ENSRNOG00000038257 LOC681382 681382 1782 ENSRNOG00000043494 LOC681385 681385 1783 ENSRNOG00000039876 LOC681410 681410 1784 ENSRNOG00000013279 LOC681458 681458 1785 ENSRNOG00000049477 LOC681470 681470 1786 ENSRNOG00000001809 Hrg 171016 1787 ENSRNOG00000001809 LOC681544 681544 1788 ENSRNOG00000033775 Vom2r11 292417 1789 ENSRNOG00000033775 LOC681871 681871 1790 ENSRNOG00000033775 Vom2r7 685557 1791 ENSRNOG00000048129 LOC682102 682102 1792 ENSRNOG00000058030 LOC682206 682206 1793 ENSRNOG00000058286 LOC682419 682419 1794 ENSRNOG00000046150 LOC682635 682635 1795 ENSRNOG00000030747 LOC682793 682793 1796 ENSRNOG00000030747 Rpl38 689284 1797 ENSRNOG00000030747 LOC690468 690468 1798 ENSRNOG00000050041 LOC682831 682831 1799 ENSRNOG00000047632 LOC683422 683422 1800 ENSRNOG00000039601 LOC683469 683469 1801 ENSRNOG00000024567 LOC683674 683674 1802 ENSRNOG00000050493 LOC683849 683849 1803 ENSRNOG00000047649 LOC684107 684107 1804 ENSRNOG00000048866 LOC684170 684170 1805 ENSRNOG00000050377 LOC684171 684171 1806 ENSRNOG00000047148 LOC684179 684179 1807 ENSRNOG00000048369 LOC684208 684208 1808 ENSRNOG00000050348 LOC684270 684270 1809 ENSRNOG00000050663 LOC684365 684365 1810 ENSRNOG00000047871 LOC684376 684376 1811 ENSRNOG00000050594 Olr11 293070 1812 ENSRNOG00000050594 LOC684403 684403 1813 ENSRNOG00000045818 LOC684444 684444 1814 ENSRNOG00000048802 LOC684466 684466 1815 ENSRNOG00000048793 LOC684471 684471 1816 ENSRNOG00000050514 LOC684509 684509 1817 ENSRNOG00000049125 LOC684539 684539 1818 ENSRNOG00000049901 LOC684683 684683 1819 ENSRNOG00000046786 LOC684709 684709 1820 ENSRNOG00000049811 LOC684871 684871 1821 ENSRNOG00000021723 LOC684976 684976 1822 ENSRNOG00000028021 Rps13 161477 1823 ENSRNOG00000028021 LOC684988 684988 1824 ENSRNOG00000053673 LOC685003 685003 1825 ENSRNOG00000049331 RGD1559588 304349 1826 ENSRNOG00000049331 LOC685048 685048 1827 ENSRNOG00000029191 LOC685067 685067 1828 ENSRNOG00000037266 LOC685069 685069 1829 ENSRNOG00000042660 LOC685081 685081 1830 ENSRNOG00000059069 LOC685085 685085 1831 ENSRNOG00000055728 LOC685108 685108 1832 ENSRNOG00000047079 LOC685157 685157 1833 ENSRNOG00000050981 LOC685157 685157 1834 ENSRNOG00000050981 LOC108348155 108348155 1835 ENSRNOG00000058543 LOC685171 685171 1836 ENSRNOG00000002495 LOC685173 685173 1837 ENSRNOG00000038738 LOC685203 685203 1838 ENSRNOG00000017586 LOC685273 685273 1839 ENSRNOG00000058976 LOC685321 685321 1840 ENSRNOG00000038499 LOC685351 685351 1841 ENSRNOG00000055977 LOC685367 685367 1842 ENSRNOG00000043170 LOC685391 685391 1843 ENSRNOG00000033407 LOC685406 685406 1844 ENSRNOG00000049674 LOC685488 685488 1845 ENSRNOG00000020131 LOC685544 685544 1846 ENSRNOG00000056810 LOC685590 685590 1847 ENSRNOG00000030679 LOC685596 685596 1848 ENSRNOG00000029470 LOC685619 685619 1849 ENSRNOG00000053903 LOC685667 685667 1850 ENSRNOG00000022136 LOC685680 685680 1851 ENSRNOG00000043358 LOC685699 685699 1852 ENSRNOG00000051365 LOC685700 685700 1853 ENSRNOG00000054404 LOC685716 685716 1854 ENSRNOG00000030299 LOC685718 685718 1855 ENSRNOG00000024298 LOC685762 685762 1856 ENSRNOG00000053301 LOC685767 685767 1857 ENSRNOG00000003531 LOC685789 685789 1858 ENSRNOG00000012068 LOC685849 685849 1859 ENSRNOG00000051000 LOC685881 685881 1860 ENSRNOG00000036598 LOC685933 685933 1861 ENSRNOG00000036598 Tbc1d12 103689984 1862 ENSRNOG00000048701 LOC685963 685963 1863 ENSRNOG00000025934 LOC685964 685964 1864 ENSRNOG00000005533 LOC686013 686013 1865 ENSRNOG00000047036 LOC686031 686031 1866 ENSRNOG00000031434 LOC686066 686066 1867 ENSRNOG00000030364 LOC686074 686074 1868 ENSRNOG00000058316 LOC686087 686087 1869 ENSRNOG00000023511 LOC686143 686143 1870 ENSRNOG00000047452 LOC686209 686209 1871 ENSRNOG00000005921 Olr606 405246 1872 ENSRNOG00000005921 LOC686641 686641 1873 ENSRNOG00000049480 LOC686660 686660 1874 ENSRNOG00000046185 LOC686677 686677 1875 ENSRNOG00000049888 LOC686683 686683 1876 ENSRNOG00000051847 LOC686748 686748 1877 ENSRNOG00000058174 LOC686900 686900 1878 ENSRNOG00000058174 LOC103691843 103691843 1879 ENSRNOG00000058957 LOC687065 687065 1880 ENSRNOG00000059893 LOC687082 687082 1881 ENSRNOG00000059135 LOC687088 687088 1882 ENSRNOG00000043313 LOC687097 687097 1883 ENSRNOG00000050455 Olr701 404819 1884 ENSRNOG00000050455 LOC687104 687104 1885 ENSRNOG00000031645 Olr702 295900 1886 ENSRNOG00000031645 LOC687110 687110 1887 ENSRNOG00000049778 LOC687119 687119 1888 ENSRNOG00000045541 LOC687399 687399 1889 ENSRNOG00000050015 LOC687508 687508 1890 ENSRNOG00000050015 Cox7a1 100910772 1891 ENSRNOG00000050028 LOC687560 687560 1892 ENSRNOG00000047532 LOC687631 687631 1893 ENSRNOG00000032232 LOC687679 687679 1894 ENSRNOG00000016507 Snrpg 681031 1895 ENSRNOG00000016507 LOC687679 687679 1896 ENSRNOG00000042847 LOC687707 687707 1897 ENSRNOG00000047365 LOC687780 687780 1898 ENSRNOG00000020982 Fau 29752 1899 ENSRNOG00000020982 LOC687780 687780 1900 ENSRNOG00000047662 Klk1c12 292855 1901 ENSRNOG00000047662 LOC687880 687880 1902 ENSRNOG00000057597 LOC687881 687881 1903 ENSRNOG00000047331 LOC687896 687896 1904 ENSRNOG00000045889 LOC688282 688282 1905 ENSRNOG00000045615 LOC688286 688286 1906 ENSRNOG00000046260 LOC688320 688320 1907 ENSRNOG00000045751 LOC688321 688321 1908 ENSRNOG00000028582 LOC688389 688389 1909 ENSRNOG00000026080 LOC688390 688390 1910 ENSRNOG00000053206 LOC688442 688442 1911 ENSRNOG00000048967 LOC688459 688459 1912 ENSRNOG00000037632 LOC688553 688553 1913 ENSRNOG00000051129 LOC688570 688570 1914 ENSRNOG00000011096 Hmgb3 305373 1915 ENSRNOG00000011096 LOC688583 688583 1916 ENSRNOG00000043197 LOC688613 688613 1917 ENSRNOG00000046751 LOC688649 688649 1918 ENSRNOG00000018685 LOC688682 688682 1919 ENSRNOG00000008516 LOC688684 688684 1920 ENSRNOG00000033819 LOC688712 688712 1921 ENSRNOG00000017872 LOC688778 688778 1922 ENSRNOG00000037305 LOC688828 688828 1923 ENSRNOG00000037399 LOC688842 688842 1924 ENSRNOG00000032482 LOC688899 688899 1925 ENSRNOG00000037485 LOC688924 688924 1926 ENSRNOG00000032135 LOC688925 688925 1927 ENSRNOG00000056532 LOC688948 688948 1928 ENSRNOG00000030902 LOC688980 688980 1929 ENSRNOG00000032000 LOC688981 688981 1930 ENSRNOG00000049757 LOC689039 689039 1931 ENSRNOG00000052541 LOC689039 689039 1932 ENSRNOG00000052541 LOC103690023 103690023 1933 ENSRNOG00000036641 LOC689065 689065 1934 ENSRNOG00000005178 LOC689081 689081 1935 ENSRNOG00000033100 LOC689130 689130 1936 ENSRNOG00000059493 LOC689173 689173 1937 ENSRNOG00000030508 LOC689220 689220 1938 ENSRNOG00000032728 LOC689230 689230 1939 ENSRNOG00000000943 LOC689271 689271 1940 ENSRNOG00000032418 LOC689396 689396 1941 ENSRNOG00000038771 LOC689408 689408 1942 ENSRNOG00000027254 LOC689412 689412 1943 ENSRNOG00000039581 LOC689458 689458 1944 ENSRNOG00000031220 LOC689481 689481 1945 ENSRNOG00000056752 LOC689519 689519 1946 ENSRNOG00000039574 LOC689569 689569 1947 ENSRNOG00000009138 LOC689589 689589 1948 ENSRNOG00000012115 LOC689599 689599 1949 ENSRNOG00000057651 LOC689600 689600 1950 ENSRNOG00000028533 LOC689618 689618 1951 ENSRNOG00000033703 LOC689713 689713 1952 ENSRNOG00000026195 LOC689725 689725 1953 ENSRNOG00000054939 LOC689730 689730 1954 ENSRNOG00000043303 LOC689730 689730 1955 ENSRNOG00000043303 LOC100910107 100910107 1956 ENSRNOG00000037076 LOC689757 689757 1957 ENSRNOG00000021411 LOC689766 689766 1958 ENSRNOG00000031522 LOC689840 689840 1959 ENSRNOG00000030614 LOC689899 689899 1960 ENSRNOG00000051792 LOC689959 689959 1961 ENSRNOG00000021123 LOC689961 689961 1962 ENSRNOG00000042265 LOC689968 689968 1963 ENSRNOG00000047876 LOC689986 689986 1964 ENSRNOG00000014966 LOC690000 690000 1965 ENSRNOG00000053656 LOC690020 690020 1966 ENSRNOG00000008244 LOC690035 690035 1967 ENSRNOG00000047724 LOC690082 690082 1968 ENSRNOG00000058993 LOC690097 690097 1969 ENSRNOG00000027370 LOC690114 690114 1970 ENSRNOG00000025713 LOC690140 690140 1971 ENSRNOG00000025898 LOC690142 690142 1972 ENSRNOG00000017884 LOC690183 690183 1973 ENSRNOG00000013566 LOC690206 690206 1974 ENSRNOG00000024200 LOC690235 690235 1975 ENSRNOG00000029315 LOC690251 690251 1976 ENSRNOG00000024338 LOC690276 690276 1977 ENSRNOG00000027102 LOC690284 690284 1978 ENSRNOG00000032771 LOC690335 690335 1979 ENSRNOG00000060839 LOC690348 690348 1980 ENSRNOG00000051590 LOC690352 690352 1981 ENSRNOG00000039487 LOC690384 690384 1982 ENSRNOG00000042383 LOC690386 690386 1983 ENSRNOG00000029253 LOC690435 690435 1984 ENSRNOG00000042797 LOC690460 690460 1985 ENSRNOG00000043302 LOC690478 690478 1986 ENSRNOG00000032990 LOC690483 690483 1987 ENSRNOG00000015637 LOC690507 690507 1988 ENSRNOG00000048094 LOC690521 690521 1989 ENSRNOG00000039861 LOC690617 690617 1990 ENSRNOG00000033559 LOC690675 690675 1991 ENSRNOG00000057314 LOC690779 690779 1992 ENSRNOG00000026864 LOC690784 690784 1993 ENSRNOG00000049623 LOC690821 690821 1994 ENSRNOG00000020054 LOC690826 690826 1995 ENSRNOG00000020054 LOC108348201 108348201 1996 ENSRNOG00000033278 LOC690840 690840 1997 ENSRNOG00000058538 LOC690948 690948 1998 ENSRNOG00000057926 LOC691030 691030 1999 ENSRNOG00000028373 LOC691044 691044 2000 ENSRNOG00000013437 LOC691083 691083 2001 ENSRNOG00000011713 LOC691113 691113 2002 ENSRNOG00000033256 LOC691141 691141 2003 ENSRNOG00000011895 LOC691143 691143 2004 ENSRNOG00000043039 LOC691162 691162 2005 ENSRNOG00000022871 LOC691170 691170 2006 ENSRNOG00000036888 LOC691189 691189 2007 ENSRNOG00000037027 LOC691196 691196 2008 ENSRNOG00000028189 LOC691215 691215 2009 ENSRNOG00000025261 LOC691254 691254 2010 ENSRNOG00000059160 LOC691254 691254 2011 ENSRNOG00000043229 LOC691272 691272 2012 ENSRNOG00000053179 LOC691277 691277 2013 ENSRNOG00000002845 LOC691286 691286 2014 ENSRNOG00000021364 LOC691311 691311 2015 ENSRNOG00000050888 LOC691320 691320 2016 ENSRNOG00000060136 LOC691325 691325 2017 ENSRNOG00000038422 LOC691352 691352 2018 ENSRNOG00000023452 LOC691354 691354 2019 ENSRNOG00000048301 LOC691368 691368 2020 ENSRNOG00000025980 LOC691418 691418 2021 ENSRNOG00000013097 LOC691485 691485 2022 ENSRNOG00000028473 LOC691551 691551 2023 ENSRNOG00000059074 Vom1r42 494303 2024 ENSRNOG00000059074 LOC691661 691661 2025 ENSRNOG00000049919 LOC691670 691670 2026 ENSRNOG00000045641 Gzmc 171290 2027 ENSRNOG00000045641 LOC691695 691695 2028 ENSRNOG00000014654 LOC691807 691807 2029 ENSRNOG00000053522 LOC691850 691850 2030 ENSRNOG00000059740 Fthl17c 679157 2031 ENSRNOG00000059740 LOC691895 691895 2032 ENSRNOG00000046745 LOC691918 691918 2033 ENSRNOG00000046745 LOC103691872 103691872 2034 ENSRNOG00000026982 LOC691921 691921 2035 ENSRNOG00000022737 LOC691970 691970 2036 ENSRNOG00000059827 LOC691995 691995 2037 ENSRNOG00000006093 LRRTM1 679668 2038 ENSRNOG00000003469 MAST1 353118 2039 ENSRNOG00000038955 MGC105567 498873 2040 ENSRNOG00000050251 MGC105649 302884 2041 ENSRNOG00000046858 MGC109340 317409 2042 ENSRNOG00000046858 Arxes2 100360464 2043 ENSRNOG00000039282 MGC112692 498157 2044 ENSRNOG00000039990 MGC114246 498688 2045 ENSRNOG00000022848 MGC114483 302434 2046 ENSRNOG00000032629 MGC114492 317324 2047 ENSRNOG00000027112 MGC114499 499135 2048 ENSRNOG00000015546 MGC116121 498830 2049 ENSRNOG00000033341 MGC116197 367620 2050 ENSRNOG00000026672 MGC94199 362483 2051 ENSRNOG00000045765 MGC94207 362946 2052 ENSRNOG00000011243 MGC94891 681210 2053 ENSRNOG00000000720 MGC95208 304176 2054 ENSRNOG00000024780 MGC95210 287798 2055 ENSRNOG00000054042 N5 64825 2056 ENSRNOG00000038979 NMS 497196 2057 ENSRNOG00000046848 PCOLCE2 684050 2058 ENSRNOG00000000812 RGD1302996 294231 2059 ENSRNOG00000042925 RGD1304554 363043 2060 ENSRNOG00000025034 RGD1304567 362671 2061 ENSRNOG00000002944 RGD1304587 303180 2062 ENSRNOG00000000040 RGD1304622 305101 2063 ENSRNOG00000006986 RGD1304624 314128 2064 ENSRNOG00000031269 RGD1304694 362974 2065 ENSRNOG00000014027 RGD1304728 360560 2066 ENSRNOG00000052334 RGD1304745 300381 2067 ENSRNOG00000042918 RGD1304770 309810 2068 ENSRNOG00000029479 RGD1304870 287912 2069 ENSRNOG00000017431 RGD1304884 307907 2070 ENSRNOG00000020597 RGD1305014 309029 2071 ENSRNOG00000054669 RGD1305110 305579 2072 ENSRNOG00000007532 RGD1305178 311855 2073 ENSRNOG00000038957 RGD1305184 307412 2074 ENSRNOG00000008242 RGD1305207 366990 2075 ENSRNOG00000007184 RGD1305298 299330 2076 ENSRNOG00000007184 LOC103690170 103690170 2077 ENSRNOG00000020259 RGD1305347 362576 2078 ENSRNOG00000007968 RGD1305350 313699 2079 ENSRNOG00000018689 RGD1305464 315702 2080 ENSRNOG00000010497 RGD1305807 298077 2081 ENSRNOG00000052775 RGD1305938 310362 2082 ENSRNOG00000039871 RGD1306063 289928 2083 ENSRNOG00000037039 RGD1306186 298621 2084 ENSRNOG00000031013 RGD1306195 313163 2085 ENSRNOG00000017581 RGD1306227 310377 2086 ENSRNOG00000010152 RGD1306233 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RGD1308065 287935 2111 ENSRNOG00000008351 RGD1308117 361066 2112 ENSRNOG00000018829 RGD1308134 287452 2113 ENSRNOG00000015523 RGD1308147 307008 2114 ENSRNOG00000029146 RGD1308430 361038 2115 ENSRNOG00000047406 RGD1308544 361192 2116 ENSRNOG00000043116 RGD1308564 287305 2117 ENSRNOG00000017215 RGD1308601 307249 2118 ENSRNOG00000017090 RGD1308706 291925 2119 ENSRNOG00000022033 RGD1308742 362120 2120 ENSRNOG00000048356 RGD1308750 294066 2121 ENSRNOG00000039954 RGD1308751 290981 2122 ENSRNOG00000039954 Ctsll3 498691 2123 ENSRNOG00000004112 RGD1308775 305476 2124 ENSRNOG00000026782 RGD1308878 298623 2125 ENSRNOG00000046677 RGD1309028 299265 2126 ENSRNOG00000037298 RGD1309036 292874 2127 ENSRNOG00000014123 RGD1309049 301306 2128 ENSRNOG00000028236 RGD1309104 289084 2129 ENSRNOG00000026523 RGD1309106 360864 2130 ENSRNOG00000017574 RGD1309110 295352 2131 ENSRNOG00000020307 RGD1309139 362020 2132 ENSRNOG00000024623 RGD1309170 362047 2133 ENSRNOG00000048275 RGD1309350 293613 2134 ENSRNOG00000038960 RGD1309362 307415 2135 ENSRNOG00000010887 RGD1309534 363016 2136 ENSRNOG00000014798 RGD1309540 295930 2137 ENSRNOG00000017646 RGD1309651 361424 2138 ENSRNOG00000002545 RGD1309748 302913 2139 ENSRNOG00000008340 RGD1309779 363074 2140 ENSRNOG00000003143 RGD1310166 303395 2141 ENSRNOG00000026582 RGD1310212 299557 2142 ENSRNOG00000006148 RGD1310352 303122 2143 ENSRNOG00000000237 RGD1310429 303764 2144 ENSRNOG00000000589 RGD1310495 309809 2145 ENSRNOG00000009434 RGD1310507 315963 2146 ENSRNOG00000016447 RGD1310553 301374 2147 ENSRNOG00000002322 RGD1310587 360894 2148 ENSRNOG00000017039 RGD1310717 293288 2149 ENSRNOG00000006370 RGD1310852 314992 2150 ENSRNOG00000051418 RGD1310935 360707 2151 ENSRNOG00000018486 RGD1311084 311852 2152 ENSRNOG00000055036 RGD1311164 297607 2153 ENSRNOG00000007266 RGD1311251 315665 2154 ENSRNOG00000027852 RGD1311343 360506 2155 ENSRNOG00000019232 RGD1311345 361201 2156 ENSRNOG00000020199 RGD1311517 313775 2157 ENSRNOG00000026942 RGD1311595 309307 2158 ENSRNOG00000053659 RGD1311703 293160 2159 ENSRNOG00000021245 RGD1311739 311428 2160 ENSRNOG00000004135 RGD1311745 301079 2161 ENSRNOG00000023700 RGD1311847 290615 2162 ENSRNOG00000001185 RGD1311899 288704 2163 ENSRNOG00000012581 RGD1311933 308056 2164 ENSRNOG00000025245 RGD1311946 309145 2165 ENSRNOG00000009478 RGD1359108 313155 2166 ENSRNOG00000016399 RGD1359127 299612 2167 ENSRNOG00000027161 RGD1359158 361740 2168 ENSRNOG00000027271 RGD1359290 360649 2169 ENSRNOG00000021656 RGD1359334 295265 2170 ENSRNOG00000059240 RGD1359449 314959 2171 ENSRNOG00000038330 RGD1359508 361941 2172 ENSRNOG00000011170 RGD1359634 315126 2173 ENSRNOG00000024953 RGD1559441 500410 2174 ENSRNOG00000042714 RGD1559459 501907 2175 ENSRNOG00000048771 Igsf7 287813 2176 ENSRNOG00000048771 RGD1559482 498022 2177 ENSRNOG00000056897 RGD1559508 502056 2178 ENSRNOG00000001512 RGD1559534 287338 2179 ENSRNOG00000039250 RGD1559536 498855 2180 ENSRNOG00000032396 RGD1559575 287231 2181 ENSRNOG00000024233 RGD1559578 287783 2182 ENSRNOG00000045868 RGD1559588 304349 2183 ENSRNOG00000042232 RGD1559600 499256 2184 ENSRNOG00000025219 RGD1559622 295071 2185 ENSRNOG00000038735 RGD1559639 366656 2186 ENSRNOG00000042808 RGD1559644 366498 2187 ENSRNOG00000047758 RGD1562932 501893 2188 ENSRNOG00000047758 RGD1559654 501898 2189 ENSRNOG00000047758 RGD1561977 501903 2190 ENSRNOG00000028926 RGD1559662 501679 2191 ENSRNOG00000012174 RGD1559708 290678 2192 ENSRNOG00000061251 RGD1559714 502570 2193 ENSRNOG00000034203 RGD1559724 299021 2194 ENSRNOG00000034073 RGD1559726 307203 2195 ENSRNOG00000045563 RGD1559804 498591 2196 ENSRNOG00000051710 RGD1559808 316158 2197 ENSRNOG00000026207 RGD1559810 365577 2198 ENSRNOG00000008521 RGD1559821 304447 2199 ENSRNOG00000030439 RGD1559877 364828 2200 ENSRNOG00000026440 RGD1559891 309028 2201 ENSRNOG00000018836 RGD1559896 498967 2202 ENSRNOG00000000607 RGD1559903 502418 2203 ENSRNOG00000042421 RGD1559909 362592 2204 ENSRNOG00000032765 RGD1559955 367324 2205 ENSRNOG00000040195 RGD1559960 501084 2206 ENSRNOG00000026462 RGD1559962 498988 2207 ENSRNOG00000051355 RGD1559970 503444 2208 ENSRNOG00000031273 RGD1559972 363817 2209 ENSRNOG00000032335 RGD1559995 299829 2210 ENSRNOG00000032335 Dppa5 301101 2211 ENSRNOG00000032335 RGD1564306 311031 2212 ENSRNOG00000029793 RGD1559995 299829 2213 ENSRNOG00000029793 Dppa5 301101 2214 ENSRNOG00000029793 RGD1564306 311031 2215 ENSRNOG00000048778 RGD1559999 501900 2216 ENSRNOG00000010071 RGD1560010 310537 2217 ENSRNOG00000021808 Tecr 191576 2218 ENSRNOG00000021808 RGD1560015 499018 2219 ENSRNOG00000018935 RGD1560015 499018 2220 ENSRNOG00000029262 RGD1560017 362181 2221 ENSRNOG00000006782 RGD1560028 500157 2222 ENSRNOG00000038943 RGD1560034 679534 2223 ENSRNOG00000014857 RGD1560065 499724 2224 ENSRNOG00000038041 RGD1560069 364450 2225 ENSRNOG00000056931 RGD1560073 314054 2226 ENSRNOG00000032097 RGD1560076 294722 2227 ENSRNOG00000032733 RGD1560088 499131 2228 ENSRNOG00000032042 RGD1560108 499309 2229 ENSRNOG00000050155 RGD1560112 363044 2230 ENSRNOG00000026169 RGD1560146 500505 2231 ENSRNOG00000043487 RGD1560171 367949 2232 ENSRNOG00000031098 RGD1560186 289384 2233 ENSRNOG00000045864 RGD1560203 302685 2234 ENSRNOG00000030048 RGD1560207 501568 2235 ENSRNOG00000057774 RGD1560212 498890 2236 ENSRNOG00000036615 RGD1560242 499334 2237 ENSRNOG00000030494 RGD1560263 499670 2238 ENSRNOG00000059625 RGD1560281 288549 2239 ENSRNOG00000022155 RGD1560289 500258 2240 ENSRNOG00000009241 RGD1560291 299656 2241 ENSRNOG00000025799 RGD1560303 292948 2242 ENSRNOG00000042471 RGD1560324 295072 2243 ENSRNOG00000015772 RGD1560341 498869 2244 ENSRNOG00000038150 RGD1560394 289728 2245 ENSRNOG00000037566 RGD1560398 498192 2246 ENSRNOG00000026928 RGD1560402 499525 2247 ENSRNOG00000025065 RGD1560436 500546 2248 ENSRNOG00000037838 RGD1560455 302377 2249 ENSRNOG00000056468 RGD1560510 295255 2250 ENSRNOG00000028513 RGD1560523 498211 2251 ENSRNOG00000025031 RGD1560559 303817 2252 ENSRNOG00000060534 RGD1560585 317597 2253 ENSRNOG00000004457 RGD1560617 300135 2254 ENSRNOG00000031859 RGD1560633 292474 2255 ENSRNOG00000004662 RGD1560687 500804 2256 ENSRNOG00000059551 RGD1560718 499027 2257 ENSRNOG00000039439 RGD1560723 500448 2258 ENSRNOG00000014266 RGD1560730 292928 2259 ENSRNOG00000042726 RGD1560775 501031 2260 ENSRNOG00000028235 RGD1560795 297402 2261 ENSRNOG00000013622 RGD1560813 498894 2262 ENSRNOG00000023733 RGD1560821 367865 2263 ENSRNOG00000030491 RGD1560826 295423 2264 ENSRNOG00000007605 RGD1560831 499803 2265 ENSRNOG00000027798 RGD1560857 317036 2266 ENSRNOG00000026376 RGD1560860 498767 2267 ENSRNOG00000045639 RGD1560883 294603 2268 ENSRNOG00000034128 RGD1560917 501028 2269 ENSRNOG00000029875 Mrpl41 296551 2270 ENSRNOG00000029875 RGD1560917 501028 2271 ENSRNOG00000054164 RGD1560927 501507 2272 ENSRNOG00000054164 LOC103694509 103694509 2273 ENSRNOG00000054164 LOC108348152 108348152 2274 ENSRNOG00000040008 RGD1560927 501507 2275 ENSRNOG00000040008 LOC108348152 108348152 2276 ENSRNOG00000026419 RGD1560958 499277 2277 ENSRNOG00000061774 RGD1560986 292786 2278 ENSRNOG00000030818 RGD1561034 308908 2279 ENSRNOG00000043412 RGD1561102 299713 2280 ENSRNOG00000048318 RGD1561106 302548 2281 ENSRNOG00000022681 RGD1561113 499780 2282 ENSRNOG00000030956 RGD1561114 502163 2283 ENSRNOG00000034060 RGD1561118 287618 2284 ENSRNOG00000038592 RGD1561134 307332 2285 ENSRNOG00000030143 RGD1561137 366030 2286 ENSRNOG00000046184 RGD1561143 304382 2287 ENSRNOG00000008113 RGD1561149 500552 2288 ENSRNOG00000056007 RGD1561150 298241 2289 ENSRNOG00000042258 RGD1561157 360487 2290 ENSRNOG00000030383 RGD1561195 298126 2291 ENSRNOG00000016331 RGD1561206 308678 2292 ENSRNOG00000024283 RGD1561212 502976 2293 ENSRNOG00000050763 RGD1561215 500310 2294 ENSRNOG00000048835 RGD1561226 501899 2295 ENSRNOG00000042823 RGD1561230 302776 2296 ENSRNOG00000051868 RGD1561277 691468 2297 ENSRNOG00000045968 RGD1561310 498744 2298 ENSRNOG00000031034 RGD1561317 366191 2299 ENSRNOG00000050970 RGD1561318 100361623 2300 ENSRNOG00000031222 RGD1561327 317593 2301 ENSRNOG00000031222 LOC103690171 103690171 2302 ENSRNOG00000031381 RGD1561333 499374 2303 ENSRNOG00000015328 RGD1561341 502769 2304 ENSRNOG00000003606 RGD1561381 498340 2305 ENSRNOG00000051281 RGD1561382 302432 2306 ENSRNOG00000017867 RGD1561415 498943 2307 ENSRNOG00000027837 RGD1561445 298320 2308 ENSRNOG00000048439 RGD1561465 502987 2309 ENSRNOG00000012086 RGD1561481 501659 2310 ENSRNOG00000016583 RGD1561517 499927 2311 ENSRNOG00000036959 RGD1561551 500359 2312 ENSRNOG00000037827 RGD1561552 302367 2313 ENSRNOG00000060674 RGD1561557 365547 2314 ENSRNOG00000053609 RGD1561558 317314 2315 ENSRNOG00000024829 RGD1561589 305284 2316 ENSRNOG00000020771 RGD1561590 498002 2317 ENSRNOG00000013310 RGD1561635 364023 2318 ENSRNOG00000032847 RGD1561636 502741 2319 ENSRNOG00000023824 RGD1561648 500841 2320 ENSRNOG00000023094 RGD1561661 302536 2321 ENSRNOG00000015297 RGD1561662 301232 2322 ENSRNOG00000030145 RGD1561667 292393 2323 ENSRNOG00000028997 RGD1561671 361214 2324 ENSRNOG00000061130 RGD1561684 501721 2325 ENSRNOG00000061130 Krtap2-4l 680136 2326 ENSRNOG00000061130 Krtap2-1 680152 2327 ENSRNOG00000056967 RGD1561684 501721 2328 ENSRNOG00000056967 Krtap2-4l 680136 2329 ENSRNOG00000056967 Krtap2-1 680152 2330 ENSRNOG00000060847 Krtap2-4 501720 2331 ENSRNOG00000060847 RGD1561684 501721 2332 ENSRNOG00000060847 Krtap2-1 680152 2333 ENSRNOG00000060941 RGD1561684 501721 2334 ENSRNOG00000060941 Krtap2-1 680152 2335 ENSRNOG00000029107 RGD1561694 498388 2336 ENSRNOG00000047839 RGD1561699 501890 2337 ENSRNOG00000057141 RGD1561730 498169 2338 ENSRNOG00000050425 RGD1561777 499463 2339 ENSRNOG00000009203 RGD1561795 500945 2340 ENSRNOG00000007268 RGD1561796 360483 2341 ENSRNOG00000050286 RGD1561853 288346 2342 ENSRNOG00000042782 RGD1561870 502353 2343 ENSRNOG00000046279 RGD1561890 313982 2344 ENSRNOG00000056731 RGD1561897 498754 2345 ENSRNOG00000013320 RGD1561916 500441 2346 ENSRNOG00000033451 RGD1561919 307665 2347 ENSRNOG00000022411 RGD1561958 363490 2348 ENSRNOG00000005112 RGD1561986 293819 2349 ENSRNOG00000048440 RGD1561998 502533 2350 ENSRNOG00000061525 RGD1562011 499297 2351 ENSRNOG00000042749 RGD1562024 498699 2352 ENSRNOG00000022723 RGD1562029 501150 2353 ENSRNOG00000024788 RGD1562036 297899 2354 ENSRNOG00000030519 RGD1562039 367869 2355 ENSRNOG00000050977 RGD1562066 502755 2356 ENSRNOG00000060341 RGD1562080 498827 2357 ENSRNOG00000024755 RGD1562107 363205 2358 ENSRNOG00000037401 RGD1562139 315051 2359 ENSRNOG00000052702 RGD1562178 500039 2360 ENSRNOG00000019169 RGD1562218 292100 2361 ENSRNOG00000006356 RGD1562229 498431 2362 ENSRNOG00000059138 RGD1562259 500451 2363 ENSRNOG00000032454 RGD1562265 313283 2364 ENSRNOG00000004582 RGD1562299 299169 2365 ENSRNOG00000039216 RGD1562319 498165 2366 ENSRNOG00000001767 RGD1562339 498107 2367 ENSRNOG00000029835 RGD1562381 314248 2368 ENSRNOG00000031833 RGD1562392 367201 2369 ENSRNOG00000032289 RGD1562399 301438 2370 ENSRNOG00000040273 RGD1562402 499133 2371 ENSRNOG00000014169 RGD1562404 314556 2372 ENSRNOG00000052877 RGD1562415 303862 2373 ENSRNOG00000005826 RGD1562420 314532 2374 ENSRNOG00000048600 RGD1562423 501902 2375 ENSRNOG00000032306 RGD1562431 316465 2376 ENSRNOG00000036807 RGD1562433 499222 2377 ENSRNOG00000037219 RGD1562492 499151 2378 ENSRNOG00000056463 RGD1562508 502058 2379 ENSRNOG00000024604 RGD1562515 500204 2380 ENSRNOG00000022890 RGD1562532 500513 2381 ENSRNOG00000050136 RGD1562542 294077 2382 ENSRNOG00000029466 RGD1562608 498831 2383 ENSRNOG00000022181 RGD1562638 290818 2384 ENSRNOG00000022181 LOC103693984 103693984 2385 ENSRNOG00000022798 RGD1562641 290589 2386 ENSRNOG00000045888 RGD1562667 501742 2387 ENSRNOG00000042967 RGD1562683 360700 2388 ENSRNOG00000009373 RGD1562690 500965 2389 ENSRNOG00000042716 RGD1562699 291558 2390 ENSRNOG00000056863 RGD1562725 500559 2391 ENSRNOG00000028670 RGD1562726 498060 2392 ENSRNOG00000028963 RGD1562755 289656 2393 ENSRNOG00000033458 RGD1562871 302366 2394 ENSRNOG00000012022 RGD1562914 500997 2395 ENSRNOG00000018676 RGD1562987 498886 2396 ENSRNOG00000009178 RGD1563056 500434 2397 ENSRNOG00000039260 RGD1563060 291608 2398 ENSRNOG00000048060 RGD1563072 313595 2399 ENSRNOG00000051496 RGD1563099 292151 2400 ENSRNOG00000004906 RGD1563100 299964 2401 ENSRNOG00000031294 RGD1563104 302773 2402 ENSRNOG00000031205 RGD1563124 500817 2403 ENSRNOG00000031525 RGD1563134 287518 2404 ENSRNOG00000032523 RGD1563157 298910 2405 ENSRNOG00000042727 RGD1563159 361312 2406 ENSRNOG00000036713 RGD1563217 499265 2407 ENSRNOG00000010963 RGD1563222 362175 2408 ENSRNOG00000047571 RGD1563231 502832 2409 ENSRNOG00000006884 RGD1563263 499836 2410 ENSRNOG00000051360 RGD1563270 302172 2411 ENSRNOG00000025630 RGD1563300 306926 2412 ENSRNOG00000038917 RGD1563302 361049 2413 ENSRNOG00000028984 RGD1563307 308503 2414 ENSRNOG00000050089 RGD1563334 502999 2415 ENSRNOG00000009583 RGD1563352 500119 2416 ENSRNOG00000014424 RGD1563354 311592 2417 ENSRNOG00000008696 RGD1563365 299700 2418 ENSRNOG00000048574 RGD1563378 302719 2419 ENSRNOG00000053906 RGD1563551 502887 2420 ENSRNOG00000042222 RGD1563562 295012 2421 ENSRNOG00000029461 RGD1563570 498360 2422 ENSRNOG00000040101 RGD1563581 502110 2423 ENSRNOG00000038231 RGD1563590 302435 2424 ENSRNOG00000031706 RGD1563601 498731 2425 ENSRNOG00000002975 RGD1563606 367749 2426 ENSRNOG00000029737 RGD1563613 366605 2427 ENSRNOG00000028052 RGD1563620 310511 2428 ENSRNOG00000053710 RGD1563636 292466 2429 ENSRNOG00000037315 RGD1563667 365855 2430 ENSRNOG00000038478 RGD1563668 497907 2431 ENSRNOG00000034052 RGD1563705 501058 2432 ENSRNOG00000029979 RGD1563815 365549 2433 ENSRNOG00000052229 RGD1563818 296356 2434 ENSRNOG00000052229 LOC103690289 103690289 2435 ENSRNOG00000033603 RGD1563835 498085 2436 ENSRNOG00000029958 RGD1563861 498828 2437 ENSRNOG00000056765 Rpl10 81764 2438 ENSRNOG00000056765 RGD1563861 498828 2439 ENSRNOG00000001554 RGD1563888 360692 2440 ENSRNOG00000031086 RGD1563931 365426 2441 ENSRNOG00000005918 RGD1563941 500993 2442 ENSRNOG00000025014 RGD1563956 303815 2443 ENSRNOG00000028869 RGD1563958 315521 2444 ENSRNOG00000045814 RGD1563962 499636 2445 ENSRNOG00000005375 RGD1564053 500390 2446 ENSRNOG00000040219 RGD1564095 500396 2447 ENSRNOG00000031076 RGD1564126 291827 2448 ENSRNOG00000042120 RGD1564129 361257 2449 ENSRNOG00000037172 RGD1564138 367175 2450 ENSRNOG00000004092 RGD1564148 287415 2451 ENSRNOG00000012714 RGD1564149 499419 2452 ENSRNOG00000028386 RGD1564162 499421 2453 ENSRNOG00000037406 RGD1564171 499656 2454 ENSRNOG00000053759 RGD1564225 290583 2455 ENSRNOG00000029702 RGD1564236 502295 2456 ENSRNOG00000060002 RGD1564243 291174 2457 ENSRNOG00000059955 RGD1564268 300001 2458 ENSRNOG00000038819 RGD1564308 502086 2459 ENSRNOG00000038050 RGD1564319 366089 2460 ENSRNOG00000042267 RGD1564324 290217 2461 ENSRNOG00000048661 RGD1564347 364764 2462 ENSRNOG00000022679 RGD1564380 292711 2463 ENSRNOG00000008382 RGD1564405 500386 2464 ENSRNOG00000038259 RGD1564425 296169 2465 ENSRNOG00000032108 RGD1564447 367254 2466 ENSRNOG00000003601 RGD1564463 289322 2467 ENSRNOG00000059641 RGD1564480 501620 2468 ENSRNOG00000046993 RGD1564492 498914 2469 ENSRNOG00000059512 RGD1564513 365851 2470 ENSRNOG00000012564 RGD1564541 313433 2471 ENSRNOG00000031680 RGD1564548 500882 2472 ENSRNOG00000042795 RGD1564571 304197 2473 ENSRNOG00000031703 RGD1564597 501042 2474 ENSRNOG00000056271 RGD1564599 293925 2475 ENSRNOG00000029670 RGD1564606 499523 2476 ENSRNOG00000003789 RGD1564613 501520 2477 ENSRNOG00000042369 RGD1564614 498241 2478 ENSRNOG00000050474 RGD1564657 306718 2479 ENSRNOG00000055564 RGD1564664 499839 2480 ENSRNOG00000030106 RGD1564698 497882 2481 ENSRNOG00000030106 Rps10l1 100363439 2482 ENSRNOG00000043158 RGD1564712 302244 2483 ENSRNOG00000030045 RGD1564730 301609 2484 ENSRNOG00000057254 RGD1564770 500335 2485 ENSRNOG00000048095 RGD1564801 499084 2486 ENSRNOG00000027455 RGD1564804 313551 2487 ENSRNOG00000031728 RGD1564807 290911 2488 ENSRNOG00000017806 RGD1564827 498689 2489 ENSRNOG00000026969 RGD1564836 302676 2490 ENSRNOG00000030278 RGD1564839 289401 2491 ENSRNOG00000018832 RGD1564854 502617 2492 ENSRNOG00000038361 RGD1564865 498789 2493 ENSRNOG00000051734 RGD1564887 499363 2494 ENSRNOG00000049942 RGD1564899 498579 2495 ENSRNOG00000030962 RGD1564937 500995 2496 ENSRNOG00000024068 RGD1564955 501642 2497 ENSRNOG00000009072 RGD1565010 314660 2498 ENSRNOG00000043295 RGD1565033 498014 2499 ENSRNOG00000033207 RGD1565048 305275 2500 ENSRNOG00000042779 RGD1565058 501587 2501 ENSRNOG00000021324 RGD1565059 499630 2502 ENSRNOG00000057162 RGD1565071 368175 2503 ENSRNOG00000033161 RGD1565117 299848 2504 ENSRNOG00000024884 RGD1565129 503459 2505 ENSRNOG00000025212 RGD1565131 498143 2506 ENSRNOG00000040121 RGD1565158 288959 2507 ENSRNOG00000021796 RGD1565166 287059 2508 ENSRNOG00000023344 Rpl23a 360572 2509 ENSRNOG00000023344 RGD1565170 498523 2510 ENSRNOG00000061441 RGD1565183 293846 2511 ENSRNOG00000012402 RGD1565212 498534 2512 ENSRNOG00000013317 RGD1565222 498514 2513 ENSRNOG00000023182 RGD1565317 363650 2514 ENSRNOG00000021789 RGD1565323 691300 2515 ENSRNOG00000037348 RGD1565346 499139 2516 ENSRNOG00000040108 Cd36 29184 2517 ENSRNOG00000040108 RGD1565355 499985 2518 ENSRNOG00000026919 RGD1565367 312226 2519 ENSRNOG00000022375 RGD1565395 303471 2520 ENSRNOG00000037375 RGD1565410 503162 2521 ENSRNOG00000033274 RGD1565415 500123 2522 ENSRNOG00000046991 RGD1565472 498067 2523 ENSRNOG00000028782 RGD1565498 500843 2524 ENSRNOG00000042547 RGD1565566 499057 2525 ENSRNOG00000025287 RGD1565611 497957 2526 ENSRNOG00000021237 RGD1565616 499891 2527 ENSRNOG00000047836 RGD1565617 679997 2528 ENSRNOG00000047836 LOC100361705 100361705 2529 ENSRNOG00000038254 RGD1565617 679997 2530 ENSRNOG00000049317 RGD1565655 499097 2531 ENSRNOG00000043130 RGD1565660 501896 2532 ENSRNOG00000023187 RGD1565685 317344 2533 ENSRNOG00000038337 RGD1565752 299172 2534 ENSRNOG00000023181 RGD1565767 311120 2535 ENSRNOG00000029415 RGD1565784 497874 2536 ENSRNOG00000002475 RGD1565798 500923 2537 ENSRNOG00000004120 RGD1565844 317486 2538 ENSRNOG00000060888 RGD1565900 300833 2539 ENSRNOG00000029600 RGD1565912 298014 2540 ENSRNOG00000042054 RGD1565959 301230 2541 ENSRNOG00000030819 RGD1565965 302513 2542 ENSRNOG00000013940 RGD1565989 499603 2543 ENSRNOG00000028965 RGD1566006 501828 2544 ENSRNOG00000023936 RGD1566033 502115 2545 ENSRNOG00000030645 RGD1566035 363438 2546 ENSRNOG00000005681 RGD1566078 363514 2547 ENSRNOG00000049970 RGD1566085 361819 2548 ENSRNOG00000028611 RGD1566093 501526 2549 ENSRNOG00000043374 RGD1566099 360851 2550 ENSRNOG00000039203 RGD1566136 300278 2551 ENSRNOG00000000505 Rpl10a 81729 2552 ENSRNOG00000000505 RGD1566137 301299 2553 ENSRNOG00000052199 RGD1566138 498167 2554 ENSRNOG00000029082 RGD1566189 499244 2555 ENSRNOG00000032797 RGD1566197 302688 2556 ENSRNOG00000055742 RGD1566225 317584 2557 ENSRNOG00000002323 RGD1566265 363487 2558 ENSRNOG00000054790 RGD1566337 310589 2559 ENSRNOG00000047934 RGD1566359 498701 2560 ENSRNOG00000005017 RGD1566369 291353 2561 ENSRNOG00000032408 RGD1566373 365560 2562 ENSRNOG00000028651 RGD1566386 304336 2563 ENSRNOG00000013698 RGD1566387 298326 2564 ENSRNOG00000046294 Btn3a2 294268 2565 ENSRNOG00000046294 RGD1624210 686977 2566 ENSRNOG00000009521 RGD2320734 100361126 2567 ENSRNOG00000014668 RGD621098 207123 2568 ENSRNOG00000000524 RGD735065 294311 2569 ENSRNOG00000042954 RSA-14-44 297173 2570 ENSRNOG00000038999 RT1-A1 24973 2571 ENSRNOG00000038999 RT1-A3 309627 2572 ENSRNOG00000038999 RT1-A 100188935 2573 ENSRNOG00000030712 RT1-A2 24974 2574 ENSRNOG00000050183 RT1-CE12 309600 2575 ENSRNOG00000050183 RT1-CE1 309603 2576 ENSRNOG00000050210 RT1-CE10 414792 2577 ENSRNOG00000031607 RT1-CE3 414793 2578 ENSRNOG00000039744 RT1-CE4 414783 2579 ENSRNOG00000000723 RT1-CE5 309607 2580 ENSRNOG00000031090 RT1-CE7 368153 2581 ENSRNOG00000031065 RT1-M1-2 414786 2582 ENSRNOG00000049590 RT1-M2 24988 2583 ENSRNOG00000000763 RT1-M3-1 24747 2584 ENSRNOG00000060412 RT1-M4 309584 2585 ENSRNOG00000033136 RT1-M5 499400 2586 ENSRNOG00000022107 RT1-M6-1 414785 2587 ENSRNOG00000040052 RT1-M6-2 365527 2588 ENSRNOG00000029386 RT1-N2 360323 2589 ENSRNOG00000000795 RT1-N3 24750 2590 ENSRNOG00000032664 RT1-O1 24751 2591 ENSRNOG00000029001 RT1-S2 24994 2592 ENSRNOG00000000777 RT1-S3 294228 2593 ENSRNOG00000030666 RT1-T18 406194 2594 ENSRNOG00000030666 LOC108348140 108348140 2595 ENSRNOG00000032596 RT1-T24-1 361787 2596 ENSRNOG00000045924 RT1-T24-3 414788 2597 ENSRNOG00000042905 RT1-T24-4 414784 2598 ENSRNOG00000056243 ST7 296911 2599 ENSRNOG00000024172 T2 681288 ``` Перед этим: ```r # Пакет для функциональной аннотации генов и прочего BiocManager::install("clusterProfiler") # База данных для модельного организма - Rattus norvegicus BiocManager::install("org.Rn.eg.db") BiocManager::install("org.Hs.eg.db") # - человек BiocManager::install("org.Mm.eg.db") # - мышь ``` --- # Какие варианты gene IDs доступны? ```r clusterProfiler::idType(OrgDb = "org.Hs.eg.db") ``` ``` [1] "ACCNUM" "ALIAS" "ENSEMBL" "ENSEMBLPROT" "ENSEMBLTRANS" [6] "ENTREZID" "ENZYME" "EVIDENCE" "EVIDENCEALL" "GENENAME" [11] "GO" "GOALL" "IPI" "MAP" "OMIM" [16] "ONTOLOGY" "ONTOLOGYALL" "PATH" "PFAM" "PMID" [21] "PROSITE" "REFSEQ" "SYMBOL" "UCSCKG" "UNIGENE" [26] "UNIPROT" ``` Другие доступные организмы ищите на сайте [Bioconductor - AnnotationData packages - Organism](https://www.bioconductor.org/packages/release/BiocViews.html#___Organism). Также для конвертации gene IDs удобно использовать сайт [Uniprot](https://www.uniprot.org/uploadlists/) или пакеты R [UniprotR](https://github.com/Proteomicslab57357/UniprotR) или [biomaRt](https://bioconductor.org/packages/release/bioc/html/biomaRt.html). --- # Откуда брать аннотации для генов? -- .pull-left[ - Gene Ontology - biological process - cellular component - molecular function - KEGG - Reactome - MSigDB - WikiPathways - … - можно создать самому: ] .pull-right[ <img src="data:image/png;base64,#img/2021-12-10/term2gene.PNG" width="90%" style="display: block; margin: auto;" /> ] --- # GMT формат ```r covid19_gs <- clusterProfiler::read.gmt("COVID-19_gs.gmt") ``` <img src="data:image/png;base64,#https://software.broadinstitute.org/cancer/software/gsea/wiki/images/3/3d/Gmt_format_snapshot.gif" width="67%" style="display: block; margin: auto;" /> .small[*[https://software.broadinstitute.org/cancer/software/gsea/wiki/index.php/Data_formats](https://software.broadinstitute.org/cancer/software/gsea/wiki/index.php/Data_formats)*] Много разных аннотаций доступны на сайте [Enrichr](https://maayanlab.cloud/Enrichr/#libraries). --- # Over Representation Analysis Нужен список генов: - ДЭ гены - гены, значимо повысившие/понизившие экспрессию - любой другой список интересных/значимых генов .pull-left[ `\(p = 1 - \sum_{i=0}^{k-1}\frac{\binom{M}{i}\binom{N-M}{n-i}}{\binom{N}{n}}\)` .small[ - N - всего генов - M - генов в категории - n - генов в списке - k - генов из категории в списке ] ] .pull-right[ <img src="data:image/png;base64,#img/2021-12-10/ora.PNG" width="100%" style="display: block; margin: auto;" /> ] И поправка на множественное тестирование! --- # ORA с помощью clusterProfiler ```r rats_up <- rats_res %>% filter(padj < 0.05, log2FoldChange > 0) rats_ego <- clusterProfiler::enrichGO( gene = rats_up$geneID, OrgDb = "org.Rn.eg.db", keyType = "ENSEMBL", ont = "BP", # все детектированные гены universe = rats_res$geneID) ``` --- ```r str(rats_ego@result) ``` ``` 'data.frame': 310 obs. of 9 variables: $ ID : chr "GO:0018158" "GO:0061179" "GO:0006626" "GO:0045475" ... $ Description: chr "protein oxidation" "negative regulation of insulin secretion involved in cellular response to glucose stimulus" "protein targeting to mitochondrion" "locomotor rhythm" ... $ GeneRatio : chr "2/25" "2/25" "3/25" "2/25" ... $ BgRatio : chr "14/17764" "19/17764" "97/17764" "21/17764" ... $ pvalue : num 0.000171 0.00032 0.000333 0.000393 0.000393 ... $ p.adjust : num 0.0164 0.0164 0.0164 0.0164 0.0164 ... $ qvalue : num 0.00998 0.00998 0.00998 0.00998 0.00998 ... $ geneID : chr "ENSRNOG00000033038/ENSRNOG00000022466" "ENSRNOG00000042543/ENSRNOG00000046529" "ENSRNOG00000033038/ENSRNOG00000022466/ENSRNOG00000007266" "ENSRNOG00000042543/ENSRNOG00000046529" ... $ Count : int 2 2 3 2 2 2 2 2 5 3 ... ``` --- ```r clusterProfiler::dotplot(rats_ego) ``` <img src="data:image/png;base64,#figs/ora_vis1-1.png" width="100%" style="display: block; margin: auto;" /> --- # GSEA ## Gene Set Enrichment Analysis Ранжированный список [всех экспрессируемых] генов: - Fold Change - комбинация padj и Fold Change - ... <img src="data:image/png;base64,#img/2021-12-10/gsea.PNG" width="77%" style="display: block; margin: auto;" /> --- # GSEA с помощью clusterProfiler ```r gene_list <- rats_res$log2FoldChange names(gene_list) <- rats_res$geneID gene_list <- sort(gene_list, decreasing = TRUE) rats_gsea <- clusterProfiler::gseGO( geneList = gene_list, OrgDb = org.Rn.eg.db, keyType = "ENSEMBL", ont = "BP") ``` --- ## ORA - `enrichGO` - `enrichKEGG` - `enrichWP` - `ReactomePA::enrichPathway` - `enricher` ## GSEA - `gseGO` - `gseKEGG` - `gseWP` - `ReactomePA::gsePathway` - `GSEA` --- .pull-left[ <img src="data:image/png;base64,#img/2021-12-10/cnetpl.png" width="100%" style="display: block; margin: auto;" /> ] .pull-right[ <img src="data:image/png;base64,#img/2021-12-10/cnetpl2.png" width="100%" style="display: block; margin: auto;" /> ] <img src="data:image/png;base64,#img/2021-12-10/heatplot.png" width="100%" style="display: block; margin: auto;" /> --- # clusterProfiler + pathview <img src="data:image/png;base64,#https://yulab-smu.top/biomedical-knowledge-mining-book/figures/hsa04110_pathview.png" width="80%" style="display: block; margin: auto;" /> --- # Что почитать и посмотреть - [Biomedical Knowledge Mining using GOSemSim and clusterProfiler](https://yulab-smu.top/biomedical-knowledge-mining-book/index.html) - [Gene Set Testing for RNA-seq](https://bioinformatics-core-shared-training.github.io/cruk-summer-school-2018/RNASeq2018/html/06_Gene_set_testing.nb.html) ## Обогащение категориями для каждого образца - [GSVA - Gene Set Variation Analysis](https://bioconductor.org/packages/release/bioc/html/GSVA.html) - [ssGSEA - single sample Gene Set Enrichment Analysis](https://github.com/broadinstitute/ssGSEA2.0)