In this section, we investigate overlaps of TASOR peaks with the different genomic features.

TASOR peaks

This dataset was produced by Chris.D with the following summary:

Method: Called: -against three different controls (2 x IgG, 1 x TASOR KO) with SEACR (stringent cut off, with normalisation)

Filtered out: -anything that wasn’t called in all three SEACR runs with the three different controls -false positive peaks (those called in TKO with SEACR using relaxed cutoff) -anything that overlapped with HeLa ATAC-seq peak list from Dekker lab 2019 CTCF paper (this is because CUT&Tag is prone to ATAC-like artifacts). -overlaps with centromeres and telomeres -anything < 2kb

849 in total remaining.

The total number of peaks is .

Overlap with gene features (a.k.a genes)

A summary table is shown below:

gencode class frequency our class
protein_coding 511 coding
antisense 69 other
lincRNA 55 lncRNA
processed_pseudogene 32 pseudo
unprocessed_pseudogene 26 pseudo
transcribed_unprocessed_pseudogene 19 pseudo
processed_transcript 18 other
TEC 8 other
miRNA 8 smallRNA
transcribed_processed_pseudogene 7 pseudo
snRNA 6 smallRNA
sense_intronic 6 other
misc_RNA 4 other
sense_overlapping 3 other
snoRNA 2 smallRNA
polymorphic_pseudogene 2 pseudo
unitary_pseudogene 1 pseudo
transcribed_unitary_pseudogene 1 pseudo
rRNA_pseudogene 1 pseudo
IG_C_pseudogene 1 pseudo
3prime_overlapping_ncRNA 1 other

Among the protein coding genes, there are 20 ZNF genes (of a total of 646 annotated in the genome).

Testing for enrichment of ZNFs in peaks.

##          ZNF no.ZNF
## yes.peak  20    761
## no.peak  495  19425

We apply Fisher Exact test where the H0 is that the proportion of ZNFs found in peaks is the same as the proportion found in the general pool of genes vs the alternative HA which states that the proportion of ZNFs in peaks is greater than that of the general pool of genes.

## 
##  Fisher's Exact Test for Count Data
## 
## data:  contingency.table
## p-value = 0.4797
## alternative hypothesis: true odds ratio is greater than 1
## 95 percent confidence interval:
##  0.6747348       Inf
## sample estimates:
## odds ratio 
##   1.031346

The P-value indicates that we reject the H0 in the favor of HA.

Protein coding overlaping peaks

chrom start end gene_id gene_name
chr10 99782640 99852594 ENSG00000023839.11 ABCC2
chr17 1003518 1229738 ENSG00000159842.15 ABR
chr7 92131774 92245924 ENSG00000285953.1 AC000120.3
chr19 57437970 57477536 ENSG00000268163.1 AC004076.1
chr19 57876765 57916591 ENSG00000269476.1 AC010326.2
chr19 58228914 58315183 ENSG00000283515.1 AC020915.5
chr12 133130984 133202369 ENSG00000256825.4 AC026786.1
chr18 80034346 80097088 ENSG00000267127.7 AC090360.1
chr5 132410832 132646079 ENSG00000283782.2 AC116366.3
chr8 7579644 7582653 ENSG00000285765.1 AC134684.9
chr9 108862266 108863759 ENSG00000187003.6 ACTL7A
chr10 70672803 70762441 ENSG00000138316.10 ADAMTS14
chr10 1177318 1737476 ENSG00000185736.15 ADARB2
chr8 142449430 142545009 ENSG00000181790.11 ADGRB1
chr10 74151185 74709303 ENSG00000156110.13 ADK
chr6 135283532 135497776 ENSG00000135541.20 AHI1
chr11 62433542 62556235 ENSG00000124942.13 AHNAK
chr14 104937244 104978357 ENSG00000185567.6 AHNAK2
chr5 304176 438291 ENSG00000063438.16 AHRR
chr1 33007940 33080996 ENSG00000004455.16 AK2
chr9 37588413 38068687 ENSG00000255872.3 AL138752.2
chr10 97584374 97673910 ENSG00000249967.1 AL355315.1
chr9 21802636 22032986 ENSG00000264545.1 AL359922.1
chr12 95943293 95968716 ENSG00000139344.7 AMDHD1
chr2 111611639 111884690 ENSG00000153107.12 ANAPC1
chr2 240479422 240569209 ENSG00000144504.15 ANKMY1
chr3 15667236 15859771 ENSG00000206560.11 ANKRD28
chr12 5531869 5946232 ENSG00000047617.14 ANO2
chr2 69013178 69249327 ENSG00000169604.19 ANTXR1
chr9 73151757 73170393 ENSG00000135046.13 ANXA1
chr15 60347134 60402883 ENSG00000182718.16 ANXA2
chr10 47460162 47484158 ENSG00000265190.6 ANXA8
chr11 57387365 57424059 ENSG00000254979.5 AP000781.2
chr22 36253010 36267530 ENSG00000100342.20 APOL1
chr1 228082660 228099212 ENSG00000143761.15 ARF1
chr5 142770377 143229011 ENSG00000145819.16 ARHGAP26
chr8 144529179 144605816 ENSG00000147799.11 ARHGAP39
chr7 144355288 144380632 ENSG00000050327.14 ARHGEF5
chr13 111114559 111305737 ENSG00000102606.18 ARHGEF7
chr10 61901300 62096944 ENSG00000150347.15 ARID5B
chr17 46516702 46579682 ENSG00000185829.17 ARL17A
chr17 46274784 46361797 ENSG00000228696.8 ARL17B
chr15 52547045 52569883 ENSG00000128989.10 ARPP19
chr8 130052104 130443660 ENSG00000153317.14 ASAP1
chr13 112690329 112887168 ENSG00000068650.18 ATP11A
chr3 142449235 142578826 ENSG00000175054.14 ATR
chr16 287440 352673 ENSG00000103126.14 AXIN1
chr17 82942155 83051810 ENSG00000175711.8 B3GNTL1
chr9 33247820 33264720 ENSG00000107262.21 BAG1
chr5 17065598 17276843 ENSG00000176788.8 BASP1
chr19 48954815 48961798 ENSG00000087088.19 BAX
chr1 93561786 93847150 ENSG00000137936.17 BCAR3
chr11 167784 207428 ENSG00000177951.17 BET1L
chr6 7881522 8064364 ENSG00000259040.5 BLOC1S5-TXNDC5
chr6 7726797 7881422 ENSG00000153162.8 BMP6
chr8 26382898 26505636 ENSG00000104765.15 BNIP3L
chr4 13568738 13627723 ENSG00000038219.12 BOD1L1
chr20 33079644 33111751 ENSG00000186191.7 BPIFB4
chr5 850291 892824 ENSG00000028310.17 BRD9
chr14 105209286 105315589 ENSG00000185024.16 BRF1
chr1 1081818 1116361 ENSG00000131591.17 C1orf159
chr18 23134564 23260467 ENSG00000134508.12 CABLES1
chr12 1791957 1918836 ENSG00000151062.14 CACNA2D4
chr10 133324072 133336935 ENSG00000130643.8 CALY
chr3 12796472 12871916 ENSG00000144712.12 CAND2
chr17 78991717 79009867 ENSG00000171302.16 CANT1
chr19 38730187 38769904 ENSG00000182472.8 CAPN12
chr2 201233443 201287711 ENSG00000064012.21 CASP8
chr20 33490075 33650036 ENSG00000078699.21 CBFA2T2
chr4 168863770 169010275 ENSG00000145439.11 CBR4
chr21 43053191 43076943 ENSG00000160200.17 CBS
chr21 6444869 6468040 ENSG00000274276.4 CBSL
chr2 108786757 108885477 ENSG00000163006.11 CCDC138
chr1 45620044 45624057 ENSG00000159588.14 CCDC17
chr17 82101460 82212830 ENSG00000176155.18 CCDC57
chr12 110846769 110907535 ENSG00000173093.12 CCDC63
chr5 10249921 10266412 ENSG00000150753.11 CCT5
chr1 207321376 207386804 ENSG00000196352.15 CD55
chr5 150401637 150412929 ENSG00000019582.14 CD74
chr5 176542511 176595974 ENSG00000074276.10 CDHR2
chr14 50329404 50416461 ENSG00000100490.9 CDKL1
chr19 44662278 44684359 ENSG00000186567.12 CEACAM19
chr1 109250019 109275750 ENSG00000143126.7 CELSR2
chr1 214603195 214664588 ENSG00000117724.12 CENPF
chr9 92325484 92620533 ENSG00000188312.13 CENPP
chr14 104865280 104896770 ENSG00000099814.15 CEP170B
chr10 132808392 132942823 ENSG00000171811.13 CFAP46
chr11 65823022 65862026 ENSG00000172757.12 CFL1
chr12 132822187 132956304 ENSG00000072609.17 CHFR
chr15 78593052 78621295 ENSG00000080644.15 CHRNA3
chr1 153633982 153646306 ENSG00000160679.12 CHTOP
chr5 1317744 1345099 ENSG00000049656.13 CLPTM1L
chr19 1026581 1039068 ENSG00000064666.14 CNN2
chr10 102918293 103090221 ENSG00000148842.17 CNNM2
chr7 43608456 43729717 ENSG00000106603.18 COA1
chr7 51016212 51316818 ENSG00000106078.18 COBL
chr21 45405137 45513720 ENSG00000182871.14 COL18A1
chr13 110305812 110513209 ENSG00000134871.18 COL4A2
chr8 144841042 144853736 ENSG00000170619.9 COMMD5
chr1 226897536 226987545 ENSG00000163050.16 COQ8A
chr7 898778 975599 ENSG00000240230.5 COX19
chr8 19404161 19758029 ENSG00000147408.14 CSGALNACT1
chr3 47562239 47580792 ENSG00000114646.9 CSPG5
chr3 41194741 41260096 ENSG00000168036.17 CTNNB1
chr6 43182175 43224587 ENSG00000112659.13 CUL9
chr2 38066973 38109902 ENSG00000138061.11 CYP1B1
chr22 42126499 42130906 ENSG00000100197.21 CYP2D6
chr17 78674048 78782297 ENSG00000108669.16 CYTH1
chr7 6409126 6484190 ENSG00000164535.14 DAGLB
chr1 85318481 85578363 ENSG00000153904.19 DDAH1
chr12 132136594 132144335 ENSG00000185163.9 DDX51
chr1 12567910 12617731 ENSG00000162496.8 DHRS3
chr10 274190 689668 ENSG00000151240.16 DIP2C
chr2 231961245 232344350 ENSG00000144535.19 DIS3L2
chr9 111631352 111654351 ENSG00000059769.19 DNAJC25
chr9 111631386 111670229 ENSG00000244115.1 DNAJC25-GNG10
chr11 6497260 6593758 ENSG00000179532.12 DNHD1
chr6 7541575 7586717 ENSG00000096696.13 DSP
chr1 212035553 212107400 ENSG00000143476.17 DTL
chr8 29333064 29350668 ENSG00000120875.8 DUSP4
chr10 110497838 110511544 ENSG00000138166.5 DUSP5
chr2 232479827 232487828 ENSG00000171551.11 ECEL1
chr2 62673851 63046487 ENSG00000115504.14 EHBP1
chr9 137618963 137870016 ENSG00000181090.20 EHMT1
chr16 28688558 28735730 ENSG00000184110.14 EIF3C
chr8 116642130 116766925 ENSG00000147677.10 EIF3H
chr2 3188925 3377882 ENSG00000032389.12 EIPR1
chr7 1688119 1747954 ENSG00000225968.7 ELFN1
chr5 95885098 95962071 ENSG00000118985.15 ELL2
chr18 47022287 47023927 ENSG00000278674.1 ELOA3B
chr2 54723499 54972025 ENSG00000214595.11 EML6
chr5 65926475 66082549 ENSG00000112851.14 ERBIN
chr9 5765076 5833117 ENSG00000099219.13 ERMP1
chr9 137306896 137423262 ENSG00000187609.15 EXD3
chr6 485133 693111 ENSG00000112685.13 EXOC2
chr5 443158 471937 ENSG00000180104.15 EXOC3
chr8 117794490 118111853 ENSG00000182197.11 EXT1
chr13 113105788 113120681 ENSG00000057593.13 F7
chr1 50437028 50960263 ENSG00000185104.19 FAF1
chr1 108560089 108644900 ENSG00000162636.15 FAM102B
chr6 170290703 170407065 ENSG00000112584.13 FAM120B
chr11 47586693 47589194 ENSG00000196666.4 FAM180B
chr22 48489460 48850912 ENSG00000219438.8 FAM19A5
chr2 241356243 241494841 ENSG00000006607.13 FARP2
chr17 82078333 82098332 ENSG00000169710.8 FASN
chr16 692498 705829 ENSG00000127585.11 FBXL16
chr2 47789316 47905793 ENSG00000138081.20 FBXO11
chr14 39397669 39432500 ENSG00000165355.7 FBXO33
chr11 72836745 73142261 ENSG00000137478.14 FCHSD2
chr2 105357712 105438513 ENSG00000115641.18 FHL2
chr6 30727709 30742733 ENSG00000137312.14 FLOT1
chr10 47750864 47763592 ENSG00000277758.4 FO681492.1
chr2 113498665 113501155 ENSG00000184492.6 FOXD4L1
chr17 82519713 82644662 ENSG00000141568.20 FOXK2
chr21 5022493 5040666 ENSG00000277117.4 FP565260.3
chr17 81528396 81537130 ENSG00000186765.11 FSCN2
chr15 39588357 39782830 ENSG00000150667.7 FSIP1
chr12 10212458 10223130 ENSG00000139112.10 GABARAPL1
chr4 849276 932373 ENSG00000178950.16 GAK
chr1 230057990 230282124 ENSG00000143641.9 GALNT2
chr12 132196372 132329349 ENSG00000182870.12 GALNT9
chr16 90019629 90044975 ENSG00000141013.16 GAS8
chr6 10492223 10629368 ENSG00000111846.17 GCNT2
chr9 72114595 72257193 ENSG00000119125.16 GDA
chr6 1623806 2245692 ENSG00000112699.10 GMDS
chr1 67701466 67833467 ENSG00000172380.5 GNG12
chr17 44395284 44503430 ENSG00000186566.12 GPATCH8
chr2 240435671 240468078 ENSG00000063660.8 GPC1
chr10 46549044 46555530 ENSG00000204175.5 GPRIN2
chr22 46576012 46679790 ENSG00000075240.16 GRAMD4
chr17 39737927 39747291 ENSG00000141738.13 GRB7
chr7 24698351 24758113 ENSG00000105928.14 GSDME
chr2 239048168 239401654 ENSG00000068024.16 HDAC4
chr6 12008762 12164999 ENSG00000095951.16 HIVEP1
chr1 41506365 42035925 ENSG00000127124.15 HIVEP3
chr20 31514410 31577923 ENSG00000101294.17 HM13
chr7 26173057 26201529 ENSG00000122566.21 HNRNPA2B1
chr1 152212082 152224193 ENSG00000197915.5 HRNR
chr8 144291591 144314722 ENSG00000185122.10 HSF1
chr9 92210207 92293756 ENSG00000196305.17 IARS
chr10 1018907 1025859 ENSG00000148377.5 IDI2
chr1 67307364 67397090 ENSG00000081985.11 IL12RB2
chr17 1494571 1516888 ENSG00000132376.19 INPP5K
chr8 143734140 143790644 ENSG00000203499.11 IQANK1
chr12 66765 178460 ENSG00000120645.11 IQSEC3
chr6 78867472 78946440 ENSG00000146243.13 IRAK1BP1
chr13 109752698 109786568 ENSG00000185950.8 IRS2
chr17 44372180 44389505 ENSG00000005961.18 ITGA2B
chr1 64833229 64966504 ENSG00000162434.11 JAK1
chr8 142657460 142681968 ENSG00000234616.8 JRK
chr9 470291 746106 ENSG00000107104.18 KANK1
chr18 46917492 47102243 ENSG00000167216.16 KATNAL2
chr18 79863668 79900184 ENSG00000178342.4 KCNG2
chr2 95297304 95386083 ENSG00000115041.12 KCNIP3
chr12 280129 389454 ENSG00000073614.12 KDM5A
chr3 128909866 129002690 ENSG00000114656.11 KIAA1257
chr9 112486847 112669397 ENSG00000165185.14 KIAA1958
chr15 89608789 89655451 ENSG00000166813.14 KIF7
chr15 31326855 31435665 ENSG00000169926.10 KLF13
chr10 3775996 3785281 ENSG00000067082.14 KLF6
chr11 75422394 75430629 ENSG00000149243.15 KLHL35
chr12 10226058 10329600 ENSG00000134539.16 KLRD1
chr18 23689443 23956222 ENSG00000053747.16 LAMA3
chr9 131009082 131094473 ENSG00000050555.17 LAMC3
chr10 806914 931705 ENSG00000107929.14 LARP4B
chr10 96832282 96995959 ENSG00000196233.13 LCOR
chr19 11089362 11133816 ENSG00000130164.13 LDLR
chr4 1811479 1856247 ENSG00000168924.14 LETM1
chr1 54806063 54842252 ENSG00000162398.11 LEXM
chr1 236518000 236552981 ENSG00000116977.18 LGALS8
chr3 9498361 9553802 ENSG00000156959.8 LHFPL4
chr5 38474963 38608354 ENSG00000113594.9 LIFR
chr17 34980494 35009743 ENSG00000005156.11 LIG3
chr19 54236592 54242791 ENSG00000244482.10 LILRA6
chr19 54216278 54223506 ENSG00000204577.11 LILRB3
chr12 50175788 50283546 ENSG00000050405.13 LIMA1
chr4 41359607 41700044 ENSG00000064042.17 LIMCH1
chr5 1456480 1523977 ENSG00000153395.9 LPCAT1
chr4 150264531 151015727 ENSG00000198589.11 LRBA
chr12 132603150 132610543 ENSG00000204583.9 LRCOL1
chr3 66378797 66501263 ENSG00000144749.13 LRIG1
chr17 46292733 46337794 ENSG00000176681.14 LRRC37A
chr17 46511511 46555650 ENSG00000238083.7 LRRC37A2
chr17 64854312 64919480 ENSG00000176809.10 LRRC37A3
chr11 40114203 41459773 ENSG00000148948.7 LRRC4C
chr17 16441577 16492153 ENSG00000181350.11 LRRC75A
chr8 142700111 142705127 ENSG00000160886.13 LY6K
chr6 5102593 5260939 ENSG00000214113.10 LYRM4
chr7 1815793 2233243 ENSG00000002822.15 MAD1L1
chr22 38200767 38216511 ENSG00000185022.11 MAFF
chr19 35292125 35313804 ENSG00000105695.14 MAG
chr1 113390749 113685923 ENSG00000081026.18 MAGI3
chr18 58671386 58754477 ENSG00000172175.13 MALT1
chr10 48306639 48439360 ENSG00000107643.16 MAPK8
chr15 41774434 41827855 ENSG00000137802.13 MAPKBP1
chr5 10353703 10440388 ENSG00000145495.15 MARCH6
chr1 45786987 46036124 ENSG00000086015.20 MAST2
chr6 31528717 31530232 ENSG00000204511.2 MCCD1
chr15 94231538 94483952 ENSG00000140563.14 MCTP2
chr17 83079691 83095119 ENSG00000176845.12 METRNL
chr9 96887373 97013708 ENSG00000196312.13 MFSD14C
chr10 128096659 128126385 ENSG00000148773.13 MKI67
chr12 62466817 62600479 ENSG00000061987.15 MON2
chr17 17042545 17217679 ENSG00000133030.20 MPRIP
chr2 47695530 47810101 ENSG00000116062.14 MSH6
chr9 21802543 21937651 ENSG00000099810.19 MTAP
chr18 8705661 8832778 ENSG00000168502.17 MTCL1
chr19 8848844 8981342 ENSG00000181143.15 MUC16
chr11 1012821 1036706 ENSG00000184956.15 MUC6
chr17 8474205 8630761 ENSG00000133026.12 MYH10
chr6 16129125 16148248 ENSG00000007944.14 MYLIP
chr17 29071124 29180412 ENSG00000196535.16 MYO18A
chr15 59132434 59372900 ENSG00000157483.8 MYO1E
chr4 139301455 139420033 ENSG00000164134.12 NAA15
chr7 106248285 106286326 ENSG00000105835.11 NAMPT
chr1 45583846 45618904 ENSG00000132780.16 NASP
chr1 146064699 146144804 ENSG00000271425.7 NBPF10
chr1 148531385 148679751 ENSG00000270629.5 NBPF14
chr1 145289900 145405778 ENSG00000162825.16 NBPF20
chr1 183555563 183590876 ENSG00000116701.14 NCF2
chr22 36860988 36878015 ENSG00000100365.14 NCF4
chr2 231453531 231483641 ENSG00000115053.15 NCL
chr17 8413131 8490411 ENSG00000166579.15 NDEL1
chr8 94895767 95116455 ENSG00000156170.12 NDUFAF6
chr6 11183298 11382348 ENSG00000111859.16 NEDD9
chr1 77888513 77943895 ENSG00000162614.18 NEXN
chr20 51386957 51562831 ENSG00000101096.19 NFATC2
chr7 26152240 26187125 ENSG00000050344.8 NFE2L3
chr9 33290511 33371157 ENSG00000086102.18 NFX1
chr16 18417325 18562211 ENSG00000185164.14 NOMO2
chr5 32689070 32791724 ENSG00000113389.15 NPR3
chr6 2987987 3028869 ENSG00000124588.19 NQO2
chr5 143277931 143435512 ENSG00000113580.14 NR3C1
chr12 52022832 52059507 ENSG00000123358.19 NR4A1
chr2 156324432 156342348 ENSG00000153234.13 NR4A2
chr9 99821855 99866891 ENSG00000119508.17 NR4A3
chr7 44379121 44490880 ENSG00000015676.17 NUDCD3
chr5 37288137 37371181 ENSG00000113569.15 NUP155
chr11 3671083 3797792 ENSG00000110713.16 NUP98
chr9 96928310 96940253 ENSG00000188152.12 NUTM2G
chr1 228208130 228378874 ENSG00000154358.20 OBSCN
chr7 24796539 24981634 ENSG00000070882.12 OSBPL3
chr5 38845858 38945596 ENSG00000145623.12 OSMR
chr5 14664664 14699711 ENSG00000154124.4 OTULIN
chr17 3672199 3696404 ENSG00000083454.21 P2RX5
chr17 3663063 3696194 ENSG00000257950.3 P2RX5-TAX1BP3
chr22 42835412 43015145 ENSG00000100266.18 PACSIN2
chr9 116153804 116402322 ENSG00000182752.9 PAPPA
chr10 49818279 49970203 ENSG00000227345.8 PARG
chr5 271621 353856 ENSG00000249915.7 PDCD6
chr6 165327287 165988078 ENSG00000112541.14 PDE10A
chr12 20369245 20684381 ENSG00000172572.6 PDE3A
chr5 58969038 60522120 ENSG00000113448.18 PDE4D
chr4 625584 670782 ENSG00000133256.12 PDE6B
chr15 84980440 85139145 ENSG00000073417.14 PDE8A
chr16 2537964 2603188 ENSG00000140992.18 PDPK1
chr11 61203307 61213098 ENSG00000229859.9 PGA3
chr10 97640686 97676434 ENSG00000155252.13 PI4K2A
chr18 10666483 11148762 ENSG00000154864.12 PIEZO2
chr7 100367530 100400099 ENSG00000085514.15 PILRA
chr10 3137728 3172841 ENSG00000107959.15 PITRM1
chr5 109334709 109409994 ENSG00000198961.9 PJA2
chr5 137887968 137942747 ENSG00000078795.16 PKD2L2
chr11 392614 404908 ENSG00000184363.9 PKP3
chr22 31134809 31140607 ENSG00000100078.3 PLA2G3
chr22 38111495 38205690 ENSG00000184381.18 PLA2G6
chr19 43646095 43670547 ENSG00000011422.11 PLAUR
chr20 41136960 41196801 ENSG00000124181.14 PLCG1
chr5 55424854 55535050 ENSG00000067113.16 PLPP1
chr9 137459953 137550534 ENSG00000130653.15 PNPLA7
chr2 86020216 86106155 ENSG00000068654.15 POLR1A
chr7 75416787 75486271 ENSG00000272391.5 POM121C
chr10 79347469 79355337 ENSG00000108179.13 PPIF
chr10 131900644 131959834 ENSG00000175470.19 PPP2R2D
chr18 79902420 79951664 ENSG00000122490.18 PQLC1
chr11 57386794 57390657 ENSG00000186652.9 PRG2
chr7 549197 727650 ENSG00000188191.14 PRKAR1B
chr17 66302636 66810743 ENSG00000154229.11 PRKCA
chr1 2050470 2185395 ENSG00000067606.16 PRKCZ
chr13 57140918 57143939 ENSG00000204919.1 PRR20A
chr13 57147488 57150509 ENSG00000204918.3 PRR20B
chr13 57140918 57157082 ENSG00000229665.8 PRR20C
chr13 57160632 57163653 ENSG00000227151.4 PRR20D
chr1 96721665 96823738 ENSG00000117569.18 PTBP2
chr9 112217716 112333667 ENSG00000119314.15 PTBP3
chr9 95442980 95517057 ENSG00000185920.15 PTCH1
chr7 157539056 158587788 ENSG00000155093.18 PTPRN2
chr12 9148840 9208370 ENSG00000126838.9 PZP
chr17 76274049 76307998 ENSG00000129646.14 QRICH2
chr15 55202966 55319113 ENSG00000069974.15 RAB27A
chr8 60516857 60623627 ENSG00000104388.14 RAB2A
chr16 589357 629272 ENSG00000197562.9 RAB40C
chr3 128726122 128814796 ENSG00000075785.12 RAB7A
chr1 174159410 174995308 ENSG00000152061.23 RABGAP1L
chr9 136807943 136841187 ENSG00000196642.18 RABL6
chr7 6374523 6403977 ENSG00000136238.17 RAC1
chr12 912077 990053 ENSG00000002016.17 RAD52
chr11 13009577 13012106 ENSG00000189431.7 RASSF10
chr17 79089345 79516148 ENSG00000167281.19 RBFOX3
chr20 35701347 35742312 ENSG00000131051.22 RBM39
chr11 66664998 66677921 ENSG00000173914.11 RBM4B
chr1 8352397 8817643 ENSG00000142599.17 RERE
chr17 35005990 35089319 ENSG00000092871.16 RFFL
chr15 56087280 56243266 ENSG00000181827.14 RFX7
chr6 3063991 3115187 ENSG00000137275.13 RIPK1
chr2 37923187 38067142 ENSG00000115841.19 RMDN2
chr8 100257060 100336218 ENSG00000034677.12 RNF19A
chr20 35699272 35700984 ENSG00000125995.15 ROMO1
chr1 92298965 92402056 ENSG00000122484.8 RPAP2
chr17 212389 386254 ENSG00000181031.15 RPH3AL
chr11 8682411 8714759 ENSG00000166441.12 RPL27A
chr6 34284887 34426071 ENSG00000270800.3 RPS10-NUDT3
chr14 90847862 91060636 ENSG00000100784.11 RPS6KA5
chr19 54200742 54249003 ENSG00000170889.13 RPS9
chr17 80544819 80966371 ENSG00000141564.14 RPTOR
chr9 133663560 133739955 ENSG00000123453.17 SARDH
chr22 50445000 50475024 ENSG00000100241.20 SBF1
chr11 9778667 10294207 ENSG00000133812.15 SBF2
chr10 133453928 133523558 ENSG00000214279.13 SCART1
chr8 143790920 143815379 ENSG00000180900.18 SCRIB
chr5 218241 256700 ENSG00000073578.16 SDHA
chr6 107867756 107958189 ENSG00000025796.13 SEC63
chr17 82321024 82334074 ENSG00000141574.7 SECTM1
chr9 89360787 89498130 ENSG00000187764.11 SEMA4D
chr17 77280569 77500596 ENSG00000184640.17 SEPT9
chr22 31488688 31618586 ENSG00000198089.15 SFI1
chr17 80206716 80220923 ENSG00000181523.12 SGSH
chr9 37919134 38069211 ENSG00000107338.9 SHB
chr19 416583 460996 ENSG00000129946.10 SHC2
chr12 31280584 31327058 ENSG00000139146.13 SINHCAF
chr1 2228695 2310119 ENSG00000157933.9 SKI
chr4 48341322 48426212 ENSG00000109171.14 SLAIN2
chr5 1050376 1112035 ENSG00000113504.20 SLC12A7
chr21 45493572 45544411 ENSG00000173638.18 SLC19A1
chr5 36606355 36688334 ENSG00000079215.13 SLC1A3
chr1 53087179 53142632 ENSG00000162383.12 SLC1A7
chr5 132294443 132344206 ENSG00000197208.5 SLC22A4
chr1 108134036 108200849 ENSG00000085491.16 SLC25A24
chr3 66133610 66388116 ENSG00000144741.17 SLC25A26
chr7 5274369 5306870 ENSG00000164638.10 SLC29A4
chr11 93144171 93197964 ENSG00000180773.14 SLC36A4
chr5 1392790 1445430 ENSG00000142319.17 SLC6A3
chr15 91853695 92172435 ENSG00000176463.13 SLCO3A1
chr15 67063763 67195195 ENSG00000166949.15 SMAD3
chr18 2655738 2805017 ENSG00000101596.15 SMCHD1
chr1 183472216 183598246 ENSG00000116698.21 SMG7
chr6 11094033 11138733 ENSG00000224531.5 SMIM13
chr5 70925030 70953942 ENSG00000172062.16 SMN1
chr14 69854131 70032366 ENSG00000198732.10 SMOC1
chr6 168441151 168673445 ENSG00000112562.18 SMOC2
chr2 240998838 241095568 ENSG00000162804.13 SNED1
chr16 11668414 11679159 ENSG00000184602.5 SNN
chr2 950868 1367613 ENSG00000172554.11 SNTG2
chr11 65833641 65856896 ENSG00000172803.17 SNX32
chr21 33542618 33577481 ENSG00000159140.19 SON
chr15 44562696 44663678 ENSG00000104133.14 SPG11
chr8 47260575 47736306 ENSG00000164808.16 SPIDR
chr9 33218365 33248567 ENSG00000122711.8 SPINK4
chr17 4498838 4539035 ENSG00000183018.8 SPNS2
chr11 13962689 14267884 ENSG00000262655.3 SPON1
chr11 66685248 66729226 ENSG00000173898.12 SPTBN2
chr20 43457928 43464247 ENSG00000124193.14 SRSF6
chr11 8693351 8910951 ENSG00000166444.18 ST5
chr18 54324358 54357964 ENSG00000174448.8 STARD6
chr7 43582758 43650713 ENSG00000164543.6 STK17A
chr8 98371228 98942827 ENSG00000104375.16 STK3
chr3 67360460 67654614 ENSG00000172340.14 SUCLG2
chr5 76083172 76353939 ENSG00000122012.13 SV2C
chr12 71839707 71927248 ENSG00000121749.15 TBC1D15
chr17 38181659 38192541 ENSG00000274611.3 TBC1D3
chr17 38057693 38068592 ENSG00000278299.5 TBC1D3C
chr17 36428618 36439566 ENSG00000275954.5 TBC1D3F
chr17 36323884 36334759 ENSG00000260287.4 TBC1D3G
chr17 36377531 36388423 ENSG00000274226.5 TBC1D3H
chr2 101007617 101252866 ENSG00000204634.12 TBC1D8
chr17 82752064 82945922 ENSG00000141556.20 TBCD
chr15 56918623 57299281 ENSG00000140262.17 TCF12
chr16 89873570 89913627 ENSG00000141002.19 TCF25
chr5 150357629 150400308 ENSG00000070814.19 TCOF1
chr13 111316184 111344249 ENSG00000153495.10 TEX29
chr6 10393186 10419659 ENSG00000137203.11 TFAP2A
chr18 3411608 3459978 ENSG00000177426.20 TGIF1
chr15 39581079 39599466 ENSG00000137801.10 THBS1
chr17 29073521 29078857 ENSG00000221995.5 TIAF1
chr15 89575482 89631056 ENSG00000140534.13 TICRR
chr10 49942033 49974850 ENSG00000204152.10 TIMM23B
chr3 156673235 156706770 ENSG00000163659.12 TIPARP
chr12 129071725 129903666 ENSG00000151952.15 TMEM132D
chr18 23197144 23437961 ENSG00000134490.13 TMEM241
chr11 118531041 118547280 ENSG00000149582.15 TMEM25
chr15 76059837 76229121 ENSG00000169758.12 TMEM266
chr15 42210452 42273663 ENSG00000103978.15 TMEM87A
chr19 2360238 2426239 ENSG00000178297.13 TMPRSS9
chr7 47275154 47582558 ENSG00000136205.16 TNS3
chr17 40475828 40501597 ENSG00000131746.12 TNS4
chr22 35299275 35347994 ENSG00000100284.20 TOM1
chr8 143304384 143359979 ENSG00000184428.12 TOP1MT
chr8 94925972 94949411 ENSG00000164938.13 TP53INP1
chr2 84821650 84907008 ENSG00000186854.10 TRABD2A
chr8 139727725 140458579 ENSG00000167632.15 TRAPPC9
chr5 892643 919357 ENSG00000071539.13 TRIP13
chr21 44350163 44443081 ENSG00000142185.16 TRPM2
chr7 98877933 99050831 ENSG00000196367.13 TRRAP
chr8 142212080 142403240 ENSG00000171045.14 TSNARE1
chr12 3077355 3286564 ENSG00000011105.13 TSPAN9
chr11 118527472 118531197 ENSG00000172425.10 TTC36
chr6 30720201 30725426 ENSG00000196230.12 TUBB
chr19 48880965 48898733 ENSG00000104804.7 TULP2
chr6 7881517 7910814 ENSG00000239264.8 TXNDC5
chr18 657604 673578 ENSG00000176890.15 TYMS
chr16 4608883 4615027 ENSG00000153443.12 UBALD1
chr9 33921693 34048949 ENSG00000137073.21 UBAP2
chr16 1308880 1327018 ENSG00000103275.19 UBE2I
chr1 165827531 165911618 ENSG00000143179.15 UCK2
chr13 95801580 96053482 ENSG00000102595.19 UGGT2
chr3 41246599 41962430 ENSG00000168038.10 ULK4
chr5 176810477 176880898 ENSG00000113763.11 UNC5A
chr12 62260338 62417431 ENSG00000135655.15 USP15
chr4 9215405 9217356 ENSG00000233136.2 USP17L11
chr4 9220152 9221744 ENSG00000227551.1 USP17L12
chr4 9234385 9236334 ENSG00000223569.6 USP17L15
chr4 9243879 9245830 ENSG00000249104.2 USP17L17
chr4 9248630 9250581 ENSG00000250844.2 USP17L18
chr4 9253378 9255329 ENSG00000248920.2 USP17L19
chr4 9258124 9260075 ENSG00000250745.2 USP17L20
chr4 9262872 9264823 ENSG00000249811.2 USP17L21
chr4 9267619 9269570 ENSG00000248933.2 USP17L22
chr4 9325165 9327116 ENSG00000232264.4 USP17L24
chr4 9329911 9331862 ENSG00000230430.4 USP17L25
chr4 9334658 9336609 ENSG00000229579.4 USP17L26
chr4 9344148 9345740 ENSG00000235780.3 USP17L27
chr4 9348893 9350485 ENSG00000231051.3 USP17L28
chr4 9353638 9355230 ENSG00000231637.3 USP17L29
chr4 9363129 9364721 ENSG00000228856.3 USP17L30
chr4 9339403 9340995 ENSG00000227140.3 USP17L5
chr11 78188812 78214711 ENSG00000118369.12 USP35
chr9 35056064 35073249 ENSG00000165280.15 VCP
chr7 55436056 55572988 ENSG00000154978.12 VOPP1
chr8 99013266 99877580 ENSG00000132549.18 VPS13B
chr17 508668 721717 ENSG00000141252.19 VPS53
chr22 45920362 45977129 ENSG00000188064.9 WNT7B
chr1 227918656 227947898 ENSG00000143816.7 WNT9A
chr11 74807739 74949200 ENSG00000166435.15 XRRA1
chr12 42157104 42238349 ENSG00000015153.14 YAF2
chr2 97713560 97739862 ENSG00000115085.13 ZAP70
chr5 795606 850986 ENSG00000188818.12 ZDHHC11
chr3 196197449 196211437 ENSG00000163958.13 ZDHHC19
chr10 31318495 31529814 ENSG00000148516.21 ZEB1
chr16 88453317 88537016 ENSG00000179588.8 ZFPM1
chr20 41178448 41317672 ENSG00000174306.21 ZHX3
chr12 133130575 133159465 ENSG00000256223.5 ZNF10
chr19 9560353 9584533 ENSG00000197961.11 ZNF121
chr8 144930358 144950888 ENSG00000170631.14 ZNF16
chr8 144720907 144756417 ENSG00000198169.8 ZNF251
chr19 58183029 58213562 ENSG00000171606.17 ZNF274
chr16 89720400 89740903 ENSG00000158805.11 ZNF276
chr19 9140380 9163424 ENSG00000130803.14 ZNF317
chr19 53519527 53580269 ENSG00000130844.17 ZNF331
chr8 144773114 144787345 ENSG00000196378.11 ZNF34
chr19 50025714 50053414 ENSG00000142528.15 ZNF473
chr19 52297177 52325922 ENSG00000198464.13 ZNF480
chr10 133309410 133352529 ENSG00000283496.1 ZNF511-PRAP1
chr19 58228594 58277495 ENSG00000198131.13 ZNF544
chr12 132918308 132956306 ENSG00000196458.10 ZNF605
chr8 144827464 144847509 ENSG00000147789.15 ZNF7
chr7 64307459 64354860 ENSG00000234444.9 ZNF736
chr19 53431993 53458261 ENSG00000160336.14 ZNF761
chr19 57466663 57477570 ENSG00000197128.11 ZNF772
chr9 96816472 96875623 ENSG00000196597.11 ZNF782
chr19 57848731 57889074 ENSG00000204514.9 ZNF814
chr5 61332273 61546170 ENSG00000130449.5 ZSWIM6

LincRNAs overlaping peaks

Bear in mind that one peak can overlap ore than one genomic feature.

chrom start end gene_id gene_name
chr1 778770 810060 ENSG00000237491.8 AL669831.5
chr1 146052566 146061948 ENSG00000233396.7 LINC01719
chr1 180117140 180123890 ENSG00000261817.1 AL390718.1
chr1 246516039 246524287 ENSG00000242042.1 LINC01743
chr10 46398362 46453306 ENSG00000285294.1 LINC00842
chr10 47908064 47991850 ENSG00000276850.4 AC245041.2
chr11 13001090 13009159 ENSG00000254670.1 AC084859.1
chr12 52058459 52059503 ENSG00000259884.1 AC025259.3
chr12 79690144 79778451 ENSG00000258048.1 AC073569.2
chr13 109269634 109278512 ENSG00000275216.2 AL161431.1
chr13 113888306 113923512 ENSG00000229373.8 LINC00452
chr15 69463026 69843120 ENSG00000245750.8 DRAIC
chr15 84422618 84425882 ENSG00000259774.1 AC243562.3
chr15 84500378 84502381 ENSG00000259551.1 AC048382.4
chr16 2644084 2645214 ENSG00000260176.1 AC141586.2
chr16 74313337 74315634 ENSG00000260884.1 AC009120.3
chr16 87780134 87806476 ENSG00000260177.1 AC126696.1
chr17 22406019 22413744 ENSG00000276399.1 FLJ36000
chr17 46558830 46562795 ENSG00000232300.1 FAM215B
chr18 58754859 58757842 ENSG00000267501.1 AC104365.2
chr18 79900555 79900903 ENSG00000278075.1 AC114341.1
chr18 80046900 80095482 ENSG00000261126.7 RBFADN
chr19 57477649 57482996 ENSG00000268266.1 AC003005.2
chr2 779840 868608 ENSG00000237667.6 LINC01115
chr2 32825359 32926693 ENSG00000230876.7 LINC00486
chr2 87454781 87636740 ENSG00000222041.11 CYTOR
chr2 97281904 97291780 ENSG00000277701.4 AC159540.2
chr2 97416165 97433527 ENSG00000230606.10 AC092683.1
chr2 97421075 97434847 ENSG00000278766.2 AC092683.2
chr2 111036776 111523376 ENSG00000172965.15 MIR4435-2HG
chr2 231452195 231453153 ENSG00000233538.1 AC017104.3
chr21 43462094 43479534 ENSG00000185186.8 LINC00313
chr21 43465309 43467298 ENSG00000223975.1 AP001048.1
chr22 15746630 15778297 ENSG00000225255.6 LINC01297
chr22 42136433 42139927 ENSG00000232710.1 AC254562.2
chr22 42138060 42139726 ENSG00000281538.1 AC254562.3
chr22 49414524 49657542 ENSG00000188511.12 C22orf34
chr22 49548681 49556473 ENSG00000212939.2 Z97192.1
chr3 195658062 195739964 ENSG00000242086.8 MUC20-OT1
chr5 466124 473098 ENSG00000188242.4 PP7080
chr5 1363582 1380067 ENSG00000250584.2 LINC01511
chr5 10269489 10269918 ENSG00000271715.1 AC012640.3
chr6 30234039 30326134 ENSG00000270604.5 HCG17
chr6 136335714 136336087 ENSG00000260418.1 AL023284.4
chr7 1691906 1692450 ENSG00000234977.1 AC074389.3
chr7 1692810 1694357 ENSG00000205971.3 AC074389.1
chr7 130791264 131110161 ENSG00000285106.1 AC016831.6
chr7 130853720 130928649 ENSG00000233559.1 LINC00513
chr7 155356985 155367934 ENSG00000204960.6 BLACE
chr8 89609409 89757727 ENSG00000251136.8 AF117829.1
chr8 127794533 128101253 ENSG00000249859.9 PVT1
chr8 144713899 144714845 ENSG00000263612.1 AF186192.3
chr9 33580695 33605293 ENSG00000226562.3 CYP4F26P
chr9 72257336 72257783 ENSG00000235523.1 AL135924.2
chr9 94166289 94200627 ENSG00000269946.1 AL158152.2
chr9 94176602 94204568 ENSG00000230262.6 LINC02603

Overlap with repeats

Families of repeats that overlap with peaks that are loss in TKO with respect to D3:

PieChart showing the proportion of classes of repeats overlapped by TASOR peaks.

TAOSR peaks overlap with repetitive elements. Because peaks can extend for many thousand of bases (the largest peak is 56300 ), most peaks overlap with more than one repeat. Their characteristics are summarised in Figure (pie chart).

This second piechart shows the same information but distributed into different bespoke categories.

## R version 3.6.1 (2019-07-05)
## Platform: x86_64-apple-darwin15.6.0 (64-bit)
## Running under: macOS Mojave 10.14.6
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/3.6/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] en_GB.UTF-8/en_GB.UTF-8/en_GB.UTF-8/C/en_GB.UTF-8/en_GB.UTF-8
## 
## attached base packages:
## [1] parallel  stats4    stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] viridis_0.5.1        viridisLite_0.3.0    ggplot2_3.2.1       
##  [4] GenomicRanges_1.36.1 GenomeInfoDb_1.20.0  IRanges_2.18.3      
##  [7] S4Vectors_0.22.1     BiocGenerics_0.30.0  tidyr_1.0.0         
## [10] kableExtra_1.1.0     RColorBrewer_1.1-2   knitr_1.25          
## 
## loaded via a namespace (and not attached):
##  [1] Rcpp_1.0.2                  lattice_0.20-38            
##  [3] Rsamtools_2.0.2             Biostrings_2.52.0          
##  [5] assertthat_0.2.1            zeallot_0.1.0              
##  [7] digest_0.6.21               R6_2.4.0                   
##  [9] backports_1.1.5             evaluate_0.14              
## [11] httr_1.4.1                  highr_0.8                  
## [13] pillar_1.4.2                zlibbioc_1.30.0            
## [15] rlang_0.4.0                 lazyeval_0.2.2             
## [17] rstudioapi_0.10             Matrix_1.2-17              
## [19] rmarkdown_1.16              labeling_0.3               
## [21] webshot_0.5.1               BiocParallel_1.18.1        
## [23] readr_1.3.1                 stringr_1.4.0              
## [25] RCurl_1.95-4.12             munsell_0.5.0              
## [27] DelayedArray_0.10.0         compiler_3.6.1             
## [29] rtracklayer_1.44.4          xfun_0.10                  
## [31] pkgconfig_2.0.3             htmltools_0.4.0            
## [33] tidyselect_0.2.5            SummarizedExperiment_1.14.1
## [35] gridExtra_2.3               tibble_2.1.3               
## [37] GenomeInfoDbData_1.2.1      matrixStats_0.55.0         
## [39] XML_3.98-1.20               crayon_1.3.4               
## [41] dplyr_0.8.3                 withr_2.1.2                
## [43] GenomicAlignments_1.20.1    bitops_1.0-6               
## [45] grid_3.6.1                  gtable_0.3.0               
## [47] lifecycle_0.1.0             magrittr_1.5               
## [49] scales_1.0.0                stringi_1.4.3              
## [51] XVector_0.24.0              xml2_1.2.2                 
## [53] vctrs_0.2.0                 tools_3.6.1                
## [55] Biobase_2.44.0              glue_1.3.1                 
## [57] purrr_0.3.2                 hms_0.5.1                  
## [59] yaml_2.2.0                  colorspace_1.4-1           
## [61] rvest_0.3.4