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This function is used to generate a list object to be passed to getABSignal

Usage

getCorMatrix(binmat, squeeze = FALSE)

Arguments

binmat

A binned matrix list object from getBinMatrix

squeeze

Whether to squeeze the matrix for Fisher's Z transformation

Value

A list object to pass to getABSignal

Examples


library(GenomicRanges)

# Generate random genomic intervals of 1-1000 bp on chr1-22
# Modified from https://www.biostars.org/p/225520/
random_genomic_int <- data.frame(chr = rep("chr14", 100))
random_genomic_int$start <- apply(random_genomic_int, 1, function(x) {
  round(runif(1, 0, getSeqLengths(getGenome("hg19"), chr = x)[[1]]), 0)
})
random_genomic_int$end <- random_genomic_int$start + runif(1, 1, 1000)
random_genomic_int$strand <- "*"

# Generate random counts
counts <- rnbinom(1000, 1.2, 0.4)

# Build random counts for 10 samples
count.mat <- matrix(sample(counts, nrow(random_genomic_int) * 10, replace = FALSE), ncol = 10)
colnames(count.mat) <- paste0("sample_", seq(1:10))

# Bin counts
bin.counts <- getBinMatrix(
  count.mat,
  makeGRangesFromDataFrame(random_genomic_int),
  chr = "chr14",
  genome = "hg19"
)

# Calculate correlations
getCorMatrix(bin.counts)
#> $gr.cor
#> GRanges object with 94 ranges and 0 metadata columns:
#>        seqnames              ranges strand
#>           <Rle>           <IRanges>  <Rle>
#>    [1]    chr14     1100000-1199999      *
#>    [2]    chr14     3900000-3999999      *
#>    [3]    chr14     4000000-4099999      *
#>    [4]    chr14     5700000-5799999      *
#>    [5]    chr14     6400000-6499999      *
#>    ...      ...                 ...    ...
#>   [90]    chr14 104100000-104199999      *
#>   [91]    chr14 105400000-105499999      *
#>   [92]    chr14 106200000-106299999      *
#>   [93]    chr14 107100000-107199999      *
#>   [94]    chr14 107200000-107299999      *
#>   -------
#>   seqinfo: 1 sequence from an unspecified genome; no seqlengths
#> 
#> $binmat.cor
#>               [,1]        [,2]         [,3]         [,4]         [,5]
#>  [1,]  1.000000000  0.15603522  0.073462542  0.306342723 -0.132141641
#>  [2,]  0.156035217  1.00000000  0.223615943  0.197931389 -0.360186753
#>  [3,]  0.073462542  0.22361594  1.000000000  0.197372434 -0.322166358
#>  [4,]  0.306342723  0.19793139  0.197372434  1.000000000 -0.210940813
#>  [5,] -0.132141641 -0.36018675 -0.322166358 -0.210940813  1.000000000
#>  [6,] -0.585317413 -0.48962035 -0.331641364 -0.066569891  0.767607113
#>  [7,]  0.227830594 -0.36729122  0.123435483  0.222587050  0.181249858
#>  [8,]  0.021927768 -0.31582690  0.276213797 -0.195485774 -0.271699051
#>  [9,] -0.308484083 -0.10469782 -0.225737313  0.007828163  0.617995734
#> [10,]  0.104168348  0.05343301  0.754203258  0.164221230 -0.150297454
#> [11,] -0.459578629 -0.28054465  0.055331862 -0.049889042 -0.063982839
#> [12,] -0.078145249  0.03978311 -0.235883262  0.294480238 -0.049734551
#> [13,] -0.007993672 -0.38338205 -0.409266393 -0.241124375  0.032273642
#> [14,]  0.362719863  0.45010322 -0.133350573  0.041132444  0.357093693
#> [15,]  0.347621076  0.05926346 -0.408062024  0.187105762 -0.166697454
#> [16,]  0.202644332 -0.25021935 -0.387153901 -0.419405958  0.555336404
#> [17,]  0.698310821  0.27403461  0.216191543  0.094417022  0.045137528
#> [18,]  0.302620771  0.36538992 -0.049618194  0.098227791 -0.329287518
#> [19,]  0.133384206 -0.19196168 -0.550331318 -0.568872282  0.368539841
#> [20,] -0.169880452 -0.06966827  0.122718523 -0.525573681 -0.243266073
#> [21,]  0.163770074  0.09321678 -0.099819420 -0.276668204 -0.091200710
#> [22,] -0.622013686 -0.54556707 -0.321324114 -0.045930661  0.004027775
#> [23,]  0.235987442  0.63073125  0.450271078  0.608969007 -0.488529556
#> [24,]  0.353369901  0.47499316  0.307329161 -0.163533343 -0.326249745
#> [25,] -0.372920862 -0.20764950 -0.176787970  0.170783462 -0.051918288
#> [26,]  0.449236202 -0.21679091  0.182542497 -0.284597264  0.199355684
#> [27,] -0.496220138 -0.14058733  0.327558576 -0.037613761  0.316039879
#> [28,] -0.005887346  0.71857869  0.711299338  0.113599002 -0.595058779
#> [29,] -0.620503829 -0.28238960 -0.137528362 -0.102349316  0.480176820
#> [30,]  0.160474923  0.13956481  0.608601743  0.333160849 -0.584068664
#> [31,] -0.102215986  0.23272249  0.627631107  0.457707592 -0.009487051
#> [32,] -0.313504428 -0.25935415  0.121323134 -0.464903087 -0.280583311
#> [33,] -0.116909529 -0.32001540 -0.374532026 -0.047177349 -0.260419544
#> [34,]  0.070604850 -0.27257802 -0.153010947  0.224184585 -0.019659307
#> [35,] -0.307206711  0.33885894  0.237771959  0.578834326  0.268836985
#> [36,] -0.440639391 -0.44907671 -0.233306627 -0.364455720  0.092019159
#> [37,]  0.372907619  0.09325682 -0.393438954  0.594425184  0.338823109
#> [38,] -0.603406770 -0.15824912 -0.016982727  0.187574324  0.205107237
#> [39,]  0.272835829 -0.23176668 -0.323138554 -0.522264741  0.492913630
#> [40,] -0.142324644  0.30391400 -0.099140830 -0.084422624 -0.137758165
#> [41,] -0.076140231 -0.23176668  0.553460714  0.361091053 -0.107769647
#> [42,] -0.040664184 -0.38039567 -0.374532026 -0.680347030  0.220790483
#> [43,]  0.045795673 -0.33417026 -0.287104102 -0.092679195 -0.426261330
#> [44,]  0.512873874  0.25001548  0.450880170  0.574339704 -0.379915924
#> [45,] -0.217579265 -0.27042394  0.157175271  0.084635011  0.020194352
#> [46,] -0.039862050  0.07102706  0.448731654  0.222849777 -0.039463971
#> [47,]  0.130858267  0.07217045 -0.212691629 -0.299069610 -0.229028474
#> [48,] -0.146280429 -0.21255029 -0.116048633 -0.207990576  0.816064964
#> [49,] -0.385983475 -0.41291271 -0.275658892 -0.163909955  0.355396140
#> [50,]  0.359197193  0.67113763  0.051354915 -0.149876454 -0.054174975
#> [51,] -0.545582365 -0.48092165 -0.473880814 -0.186135970  0.532900007
#> [52,] -0.396475794  0.43473791 -0.154219070  0.288030129 -0.232113072
#> [53,] -0.354061816  0.57454684 -0.058232839 -0.024708075 -0.084501804
#> [54,]  0.216538538  0.39026789 -0.311498461  0.590894670 -0.079004982
#> [55,]  0.118868136  0.18322537 -0.254537766  0.720297225 -0.184402030
#> [56,] -0.319554600  0.02460324 -0.346260575  0.211024087  0.161477147
#> [57,] -0.319897649 -0.36812533 -0.173316147 -0.341835345  0.144743174
#> [58,]  0.186440678 -0.10570128 -0.211204808  0.293923423  0.132141641
#> [59,]  0.675398225 -0.24201392  0.429428502  0.389913649  0.059059779
#> [60,]  0.263320038 -0.13033036 -0.142663175 -0.042876617 -0.171078081
#> [61,] -0.287289059  0.49666277 -0.005558902 -0.433545836 -0.397108821
#> [62,] -0.540743897 -0.02102897 -0.167410061 -0.187105762  0.310093113
#> [63,]  0.215485094 -0.25730383 -0.107017956  0.091008498  0.573749552
#> [64,] -0.264336362 -0.09744832 -0.138275399 -0.187010528  0.401004896
#> [65,] -0.194074170 -0.37462266  0.052573358  0.023700942  0.891631409
#> [66,]  0.038390615  0.01710131  0.093597784 -0.248484217  0.780335943
#> [67,]  0.350112400 -0.09242042 -0.484753324  0.513081792  0.238298518
#> [68,]  0.258602901  0.47009298 -0.080667952 -0.080388996 -0.209471221
#> [69,]  0.518605233 -0.03242323 -0.399277681 -0.290001611  0.148201153
#> [70,] -0.128769916 -0.06239294 -0.286406843 -0.130772300 -0.164177539
#> [71,] -0.087576985 -0.11847979 -0.015816002  0.192513131 -0.384741913
#> [72,]  0.353372078  0.08533663  0.077843175  0.916211682 -0.380598594
#> [73,]  0.316981696 -0.43873230 -0.177869764 -0.413375950 -0.137119458
#> [74,] -0.015007928  0.01559918 -0.239867128  0.298748828 -0.064771823
#> [75,]  0.362719863 -0.10771701  0.094749091  0.009492103 -0.328237637
#> [76,] -0.191415986  0.12451730 -0.182721062  0.187010528  0.258876578
#> [77,] -0.207243058  0.56509521  0.005103702 -0.085130835 -0.304262884
#> [78,]  0.322372541  0.13439729 -0.070534562 -0.004542593  0.226130776
#> [79,]  0.167405076  0.71715562  0.277882524  0.184431240 -0.192400489
#> [80,]  0.183692710 -0.22939509  0.109729588  0.614322514 -0.364590869
#> [81,] -0.185406974 -0.40377594 -0.179974617  0.464170773 -0.025812481
#> [82,] -0.373591023 -0.38449787  0.004635263 -0.415144469 -0.085759565
#> [83,] -0.530408928  0.03983155 -0.046243169 -0.136995802 -0.044136572
#> [84,]  0.037879399 -0.44714993  0.220617279 -0.048572477 -0.245222163
#> [85,] -0.484841462  0.45728090  0.216468137  0.117324209  0.063749950
#> [86,]  0.075993511 -0.30900543 -0.424390771 -0.431189284  0.641302681
#> [87,] -0.179394071  0.03887613  0.042029509 -0.197765573 -0.325354698
#> [88,]  0.097037085  0.46107404  0.525733582  0.355514125 -0.594420940
#> [89,] -0.272783639 -0.14851581  0.073895212 -0.499697805  0.037977118
#> [90,]  0.459334003  0.07897336  0.006548970 -0.153523974  0.114434663
#> [91,]  0.068761135  0.44203319  0.830541434  0.179801522 -0.286062883
#> [92,]  0.445730723  0.23072611 -0.020124231 -0.386330359  0.057745555
#> [93,] -0.315302109 -0.11344282 -0.045991709 -0.602761910 -0.457537295
#> [94,]  0.188071851 -0.18415981 -0.085371271 -0.320309368 -0.118887183
#>               [,6]        [,7]        [,8]         [,9]        [,10]
#>  [1,] -0.585317413  0.22783059  0.02192777 -0.308484083  0.104168348
#>  [2,] -0.489620352 -0.36729122 -0.31582690 -0.104697824  0.053433010
#>  [3,] -0.331641364  0.12343548  0.27621380 -0.225737313  0.754203258
#>  [4,] -0.066569891  0.22258705 -0.19548577  0.007828163  0.164221230
#>  [5,]  0.767607113  0.18124986 -0.27169905  0.617995734 -0.150297454
#>  [6,]  1.000000000  0.03431991 -0.39885559  0.642122333 -0.072395780
#>  [7,]  0.034319911  1.00000000  0.31580697 -0.384660909 -0.072739297
#>  [8,] -0.398855592  0.31580697  1.00000000 -0.261745882 -0.073509046
#>  [9,]  0.642122333 -0.38466091 -0.26174588  1.000000000  0.138780622
#> [10,] -0.072395780 -0.07273930 -0.07350905  0.138780622  1.000000000
#> [11,]  0.282688910  0.49029034  0.01651596 -0.156911479  0.185449547
#> [12,]  0.052972346 -0.12862394  0.10109950  0.517195405  0.074848119
#> [13,]  0.150669206 -0.07675069 -0.06722118 -0.013226300 -0.274673346
#> [14,] -0.092203887 -0.09950372 -0.25977147  0.018372092 -0.383605019
#> [15,] -0.120487738 -0.04944682 -0.42890984 -0.094340479  0.039563994
#> [16,]  0.222116137  0.20480798 -0.19317697 -0.030252144 -0.232402380
#> [17,] -0.341874135  0.07183697 -0.21779152  0.005895013  0.515569917
#> [18,] -0.366338640 -0.32114447 -0.13393835  0.227768968  0.375981910
#> [19,]  0.170401638  0.03940552 -0.37167687 -0.155215496 -0.303830963
#> [20,] -0.364663573  0.04660273  0.76923298 -0.089870264  0.004519800
#> [21,] -0.190678325  0.28827833 -0.23394600 -0.616141855 -0.091501802
#> [22,]  0.560558549 -0.11111111 -0.17778763  0.013676832 -0.218217890
#> [23,] -0.370555944  0.07881104 -0.37167687 -0.324982445  0.441414795
#> [24,] -0.470673067 -0.35714286 -0.18647650 -0.052753496  0.478001093
#> [25,]  0.380943482 -0.48337754 -0.34676957  0.242406031  0.078134538
#> [26,] -0.177638937  0.26958193  0.12259563 -0.351742366  0.141186242
#> [27,]  0.590907964 -0.35048636 -0.35419532  0.560844558  0.627792991
#> [28,] -0.498192010 -0.33916172 -0.12567531 -0.239354754  0.595378631
#> [29,]  0.696786528 -0.44876373 -0.10946858  0.706678204 -0.036019595
#> [30,] -0.546927644  0.17609018  0.57093454 -0.438922860  0.134491097
#> [31,]  0.044909656  0.57576631  0.02204012 -0.144965320  0.361698136
#> [32,] -0.277450596  0.08600261  0.88361266 -0.232896181 -0.187673091
#> [33,]  0.109877327 -0.35139096 -0.29263652 -0.175415908 -0.090879757
#> [34,] -0.055837755  0.10846523  0.54806521  0.367156536 -0.039448422
#> [35,]  0.439631108  0.06741999 -0.45422297  0.311205999  0.098081648
#> [36,]  0.319439173 -0.34615385  0.08421519  0.123091491 -0.117501941
#> [37,]  0.175913323  0.22613351 -0.29200611  0.408248290 -0.153522062
#> [38,]  0.491664182 -0.30096463  0.12165981  0.548283544 -0.166378864
#> [39,]  0.021744452 -0.07310553  0.22163746  0.128980912 -0.436046858
#> [40,]  0.069678305 -0.39043440 -0.53924034  0.285150975  0.420318876
#> [41,]  0.055197454  0.77979229  0.22163746 -0.395941405  0.343874351
#> [42,]  0.016079609 -0.27330408  0.34853339  0.004805915 -0.488478693
#> [43,] -0.117275549 -0.42714107 -0.03808775 -0.117526023 -0.007310574
#> [44,] -0.400503688  0.33448237 -0.06885633 -0.352248761  0.362246846
#> [45,]  0.367512406 -0.52613679 -0.31798016  0.487627009  0.616835573
#> [46,]  0.088736619  0.52732071 -0.22060954 -0.186350762  0.554319613
#> [47,] -0.224226368 -0.28718326 -0.16929636 -0.391057340 -0.334232138
#> [48,]  0.615613136 -0.20064309 -0.25007850  0.572981000 -0.078811041
#> [49,]  0.539976776 -0.43798113 -0.02553554  0.615838069 -0.139687003
#> [50,] -0.345882307 -0.36404079 -0.38402885  0.169807543  0.314973478
#> [51,]  0.735102343 -0.28270579 -0.03641242  0.837215248 -0.130640743
#> [52,] -0.037519087 -0.23426064  0.05260881  0.028835492 -0.545278541
#> [53,]  0.040001333 -0.58277152 -0.38035617  0.041844959 -0.332058058
#> [54,] -0.090545567  0.37280057 -0.32844493 -0.250622232 -0.433876018
#> [55,] -0.043272931 -0.17391304 -0.09886131  0.189989040 -0.256168828
#> [56,]  0.446158845 -0.27272727 -0.50529115  0.156661898 -0.416597790
#> [57,]  0.221366815  0.58358036  0.12933245 -0.434783386 -0.290442066
#> [58,]  0.071489150 -0.26037782  0.14253049  0.669049894  0.037879399
#> [59,] -0.211889383  0.45018379  0.15525995 -0.314011496  0.293155132
#> [60,] -0.138830876 -0.26967994 -0.02838894  0.124482399  0.098081648
#> [61,] -0.305641034 -0.43346072 -0.12610465 -0.232823244  0.017197979
#> [62,]  0.442919711  0.44502136 -0.17489528 -0.133902615 -0.363269401
#> [63,]  0.358583899  0.75862069 -0.26426146 -0.174025901 -0.132937335
#> [64,]  0.470963383 -0.31506302 -0.48349191  0.133580987 -0.081484311
#> [65,]  0.792997095  0.22360680 -0.25108119  0.596355373  0.162650012
#> [66,]  0.389635002 -0.07372098 -0.17383594  0.471870106  0.032174473
#> [67,]  0.082040279  0.17928429  0.02516410  0.349415870 -0.347760354
#> [68,] -0.293345857 -0.33106110 -0.35991028  0.159298597  0.359028074
#> [69,] -0.348977312  0.07862136  0.27808675 -0.254844013 -0.594761714
#> [70,]  0.073251552 -0.31234752 -0.24989186 -0.060874927 -0.230986049
#> [71,]  0.002565191 -0.35503167 -0.26437064 -0.087402755  0.293586676
#> [72,] -0.249777219  0.20879250  0.09545329 -0.089952028  0.008678525
#> [73,] -0.222333337 -0.10869565  0.17575344 -0.385329885 -0.161291484
#> [74,] -0.112755507 -0.05763904  0.48055421  0.223488581 -0.515692674
#> [75,] -0.297101415  0.12437965  0.01256959 -0.257209284  0.267799730
#> [76,]  0.273927682  0.59511904 -0.25353844 -0.262852909 -0.427792632
#> [77,] -0.377461846 -0.30751921  0.32905426  0.102425759 -0.200002770
#> [78,] -0.004902844 -0.11904762 -0.39701448 -0.169983488 -0.093521953
#> [79,] -0.336144456 -0.12311452 -0.30873937 -0.409167453 -0.143284220
#> [80,] -0.230947050  0.18089365  0.47834740 -0.113558993 -0.036842616
#> [81,]  0.378791242  0.53405175 -0.18489833 -0.142430656 -0.069060531
#> [82,] -0.079689878  0.24095937  0.86150632 -0.088980146 -0.245381017
#> [83,]  0.286077522  0.16390252 -0.35888013 -0.409264391 -0.197567121
#> [84,]  0.022467656  0.03636965 -0.11026357 -0.452156219  0.322751323
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#>              [,16]        [,17]        [,18]       [,19]        [,20]
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#>              [,41]        [,42]        [,43]       [,44]        [,45]
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